Professor Ioannis Patras, BSc MSc ,PhD SMIEEEProfessor of Computer Vision and Human SensingEmail: i.patras@qmul.ac.ukTelephone: +44 20 7882 7523Room Number: Engineering, Eng 211Website: http://www.eecs.qmul.ac.uk/~ioannispOffice Hours: Tuesday 14:15-16:15TeachingResearchPublicationsTeachingMachine Learning (Postgraduate/Undergraduate) The aim of the module is to give students an understanding of machine learning methods, including pattern recognition, clustering and neural networks, and to allow them to apply such methods in a range of areas. Machine Learning for Visual Data Analysis (Postgraduate/Undergraduate) The module will cover the following topics: The Discrete Fourier Transform and the frequency content of images. The design and use of Gabor filters. Principal Component Analysis for denoising and compression. Unsupervised classification via feature space clustering. Texture segmentation with Gabor filters.ResearchResearch Interests:My research experience lies mainly in the areas of Computer Vision, Image Processing and Pattern Recognition, and their applications in Multimedia Analysis, Visual Communications and Multimodal Man Machine Interaction. My recent research focuses on Human Sensining and Facial And Body Gesture Analysis, Tracking and Recognition.Keywords: Face and Gesture Recognition, Tracking, Facial (Expression) Analysis, Human Motion Recognition, Behaviour Analysis, Human Sensing, EEG Analysis, Multimedia Indexing.Publications Apostolidis E, Balaouras G, Patras I et al. (2024). Explainable Video Summarization for Advancing Media Content Production. nameOfConference DOI: 10.4018/978-1-6684-7366-5.ch065 QMRO: qmroHref Apostolidis E, Mezaris V, Patras I (2023). A Study on the Use of Attention for Explaining Video Summarization. Proceedings of the 2nd Workshop on User-centric Narrative Summarization of Long Videos DOI: 10.1145/3607540.3617138 QMRO: qmroHref Kankanhalli MS, Patras I, Liu J et al. (2023). NarSUM 2023 Chairs Welcome. nameOfConference DOI: doi QMRO: qmroHref Kankanhalli MS, Patras I, Liu J et al. (2023). NarSUM '23: The 2nd Workshop on User-Centric Narrative Summarization of Long Videos. Proceedings of the 31st ACM International Conference on Multimedia DOI: 10.1145/3581783.3610946 QMRO: qmroHref Apostolidis E, Balaouras G, Mezaris V et al. (2023). Selecting A Diverse Set Of Aesthetically-Pleasing and Representative Video Thumbnails Using Reinforcement Learning. 2023 IEEE International Conference on Image Processing (ICIP) DOI: 10.1109/icip49359.2023.10222743 QMRO: qmroHref Bounareli S, TZELEPIS C, Argyriou V et al. (2023). HyperReenact: one-shot reenactment via jointly learning to refine and retarget faces. International Conference on Computer Vision DOI: 10.1109/iccv51070.2023.00657 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/91848 Gao Z, Feng C, Patras I (2023). Self-Supervised Representation Learning with Cross-Context Learning between Global and Hypercolumn Features. nameOfConference DOI: 10.48550/arxiv.2308.13392 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/90358 Barattin S, Tzelepis C, Patras I et al. (2023). Attribute-Preserving Face Dataset Anonymization via Latent Code Optimization. 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) DOI: 10.1109/cvpr52729.2023.00773 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/91799 Feng C, Patras I (2023). MaskCon: Masked Contrastive Learning for Coarse-Labelled Dataset. 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) DOI: 10.1109/cvpr52729.2023.01907 QMRO: qmroHref Kordopatis-Zilos G, Tolias G, Tzelepis C et al. (2023). Self-Supervised Video Similarity Learning. 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) DOI: 10.1109/cvprw59228.2023.00504 QMRO: qmroHref Maniadis Metaxas I, Tzimiropoulos G, Patras I (2023). DivClust: Controlling Diversity in Deep Clustering. The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2023 DOI: 10.1109/CVPR52729.2023.00333 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/87819 Patras I (2023). Controllable image generation and manipulation. Proceedings of the 2nd ACM International Workshop on Multimedia AI against Disinformation DOI: 10.1145/3592572.3596476 QMRO: qmroHref Alwazzan O, Khan A, Patras I et al. (2023). MOAB: Multi-Modal Outer Arithmetic Block for Fusion of Histopathological Images and Genetic Data for Brain Tumor Grading. 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) DOI: 10.1109/isbi53787.2023.10230698 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/92245 Batziou E, Ioannidis K, Patras I et al. (2023). Low-Light Image Enhancement Based on U-Net and Haar Wavelet Pooling. nameOfConference DOI: 10.1007/978-3-031-27818-1_42 QMRO: qmroHref Yang Q, Tzelepis C, Nikolenko S et al. (2023). "Just To See You Smile": SMILEY, a Voice-Guided GUY GAN. Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining DOI: 10.1145/3539597.3573031 QMRO: qmroHref Bounareli S, Tzelepis C, Argyriou V et al. (2023). StyleMask: Disentangling the Style Space of StyleGAN2 for Neural Face Reenactment. 2023 IEEE 17th International Conference on Automatic Face and Gesture Recognition (FG) DOI: 10.1109/fg57933.2023.10042744 QMRO: qmroHref Xenos A, Stafylakis T, Patras I et al. (2023). A Simple Baseline for Knowledge-Based Visual Question Answering. Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing DOI: 10.18653/v1/2023.emnlp-main.919 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/91913 Xenos A, Stafylakis T, Patras I et al. (2023). A Simple Baseline for Knowledge-Based Visual Question Answering.. nameOfConference DOI: doi QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/92288 Batziou E, Ioannidis K, Patras I et al. (2023). Artistic neural style transfer using CycleGAN and FABEMD by adaptive information selection. nameOfConference DOI: 10.1016/j.patrec.2022.11.026 QMRO: qmroHref Zhao Z, Patras I (2023). Prompting Visual-Language Models for Dynamic Facial Expression Recognition.. nameOfConference DOI: doi QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/91783 Apostolidis E, Balaouras G, Mezaris V et al. (2022). Explaining video summarization based on the focus of attention. 2022 IEEE International Symposium on Multimedia (ISM) DOI: 10.1109/ism55400.2022.00029 QMRO: qmroHref Feng C, Patras I (2022). Adaptive Soft Contrastive Learning. 2022 26th International Conference on Pattern Recognition (ICPR) DOI: 10.1109/ICPR56361.2022.9956660 QMRO: qmroHref Foteinopoulou N, Patras I (2022). Learning from Label Relationships in Human Affect. Proceedings of the 30th ACM International Conference on Multimedia (MM '22) DOI: 10.1145/3503161.3548373 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/79854 Patras I (2022). Video Summarization in the Deep Learning Era. Proceedings of the 1st Workshop on User-centric Narrative Summarization of Long Videos DOI: 10.1145/3552463.3554166 QMRO: qmroHref Feng C, Patras I (2022). Adaptive Soft Contrastive Learning. 2022 26th International Conference on Pattern Recognition (ICPR) DOI: 10.1109/icpr56361.2022.9956660 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/84079 Kordopatis-Zilos G, Tzelepis C, Papadopoulos S et al. (2022). DnS: Distill-and-Select for Efficient and Accurate Video Indexing and Retrieval. nameOfConference DOI: 10.1007/s11263-022-01651-3 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/86239 Apostolidis E, Balaouras G, Mezaris V et al. (2022). Summarizing Videos using Concentrated Attention and Considering the Uniqueness and Diversity of the Video Frames. Proceedings of the 2022 International Conference on Multimedia Retrieval DOI: 10.1145/3512527.3531404 QMRO: qmroHref Zoumpourlis G, Patras I (2022). CovMix: Covariance Mixing Regularization for Motor Imagery Decoding. 2022 10th International Winter Conference on Brain-Computer Interface (BCI) DOI: 10.1109/bci53720.2022.9734883 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/77747 Oldfield J, Tzelepis C, Panagakis Y et al. (2022). PandA: Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs.. nameOfConference DOI: doi QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/84510 Feng C, Tzimiropoulos G, Patras I (2022). SSR: An Efficient and Robust Framework for Learning with Unknown Label Noise. nameOfConference DOI: doi QMRO: qmroHref Apostolidis E, Balaouras G, Mezaris V et al. (2021). Combining Global and Local Attention with Positional Encoding for Video Summarization. 2021 IEEE International Symposium on Multimedia (ISM) DOI: 10.1109/ism52913.2021.00045 QMRO: qmroHref Feng C, Tzimiropoulos G, Patras I (2021). SSR: An Efficient and Robust Framework for Learning with Unknown Label Noise. nameOfConference DOI: 10.48550/arxiv.2111.11288 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/84080 Apostolidis E, Adamantidou E, Metsai AI et al. (2021). Video Summarization Using Deep Neural Networks: A Survey. nameOfConference DOI: 10.1109/jproc.2021.3117472 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/74438 Tzelepis C, Tzimiropoulos G, Patras I (2021). WarpedGANSpace: Finding non-linear RBF paths in GAN latent space. 2021 IEEE/CVF International Conference on Computer Vision (ICCV) DOI: 10.1109/iccv48922.2021.00633 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/74209 Foteinopoulou NM, TZELEPIS C, Patras I (2021). Estimating continuous affect with label uncertainty. 2021 9th International Conference on Affective Computing and Intelligent Interaction (ACII) DOI: 10.1109/ACII52823.2021.9597425 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/75041 Apostolidis E, Adamantidou E, Mezaris V et al. (2021). Combining Adversarial and Reinforcement Learning for Video Thumbnail Selection. Proceedings of the 2021 International Conference on Multimedia Retrieval DOI: 10.1145/3460426.3463630 QMRO: qmroHref Xie T-T, Tzelepis C, Fu F et al. (2021). Few-Shot Action Localization without Knowing Boundaries. Proceedings of the 2021 International Conference on Multimedia Retrieval DOI: 10.1145/3460426.3463643 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/74428 Zoumpourlis G, Patras I (2021). Pairwise Ranking Network for Affect Recognition. 9th International Conference on Affective Computing and Intelligent Interaction (ACII 2021) DOI: 10.1109/ACII52823.2021.9597392 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/73976 Batziou E, Alvanitopoulos P, Ioannidis K et al. (2021). Cycle-Consistent Adversarial Networks and Fast Adaptive Bi-dimensional Empirical Mode Decomposition for Style Transfer. 2020 25th International Conference on Pattern Recognition (ICPR) DOI: 10.1109/icpr48806.2021.9412904 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/69132 Chen L, Liang Y, Shi X et al. (2021). Crossed-Time Delay Neural Network for Speaker Recognition.. nameOfConference DOI: doi QMRO: qmroHref Lu X, Zhang J (2021). DANet: Deformable Alignment Network for Video Inpainting.. nameOfConference DOI: doi QMRO: qmroHref Feng D, Zhang Y, Zhu C et al. (2021). DVRCNN: Dark Video Post-processing Method for VVC.. nameOfConference DOI: doi QMRO: qmroHref Yang K, Lu J, Hu S et al. (2021). Deep 3D Modeling of Human Bodies from Freehand Sketching.. nameOfConference DOI: doi QMRO: qmroHref Xue L, Yao W, Xia Y et al. (2021). Deep Attributed Network Embedding with Community Information.. nameOfConference DOI: doi QMRO: qmroHref Wen Z, Feng A (2021). Deep Centralized Cross-modal Retrieval.. nameOfConference DOI: doi QMRO: qmroHref Yang S, Xue H, Ling J et al. (2021). Deep Face Swapping via Cross-Identity Adversarial Training.. nameOfConference DOI: doi QMRO: qmroHref Constantin MG, Stefan L-D, Ionescu B (2021). DeepFusion: Deep Ensembles for Domain Independent System Fusion.. nameOfConference DOI: doi QMRO: qmroHref Zhang Z, Ma J, Xu P et al. (2021). Dense Attention-Guided Network for Boundary-Aware Salient Object Detection.. nameOfConference DOI: doi QMRO: qmroHref Wang F, Ding Y, Liang H et al. (2021). Discriminative and Selective Pseudo-Labeling for Domain Adaptation.. nameOfConference DOI: doi QMRO: qmroHref Zhang X, Du T, Zhang Z (2021). EEG Emotion Recognition Based on Channel Attention for E-Healthcare Applications.. nameOfConference DOI: doi QMRO: qmroHref Khan OS, Jónsson BÞ, Larsen MD et al. (2021). Exquisitor at the Video Browser Showdown 2021: Relationships Between Semantic Classifiers.. nameOfConference DOI: doi QMRO: qmroHref Zhao H, She X, Wang S et al. (2021). Fast Discrete Matrix Factorization Hashing for Large-Scale Cross-Modal Retrieval.. nameOfConference DOI: doi QMRO: qmroHref Wu S, Wang Z, Cai Y et al. (2021). Fast Mode Decision Algorithm for Intra Encoding of the 3rd Generation Audio Video Coding Standard.. nameOfConference DOI: doi QMRO: qmroHref Qiu T, Ni B, Liu Z et al. (2021). Fast Optimal Transport Artistic Style Transfer.. nameOfConference DOI: doi QMRO: qmroHref Wang H, Lian J, Xiong S (2021). Few-Shot Learning with Unlabeled Outlier Exposure.. nameOfConference DOI: doi QMRO: qmroHref Sun W, Xu J, Yang G (2021). Fine-Grained Generation for Zero-Shot Learning.. nameOfConference DOI: doi QMRO: qmroHref Zheng M, Jia Y, Jiang H (2021). Fine-Grained Image-Text Retrieval via Complementary Feature Learning.. nameOfConference DOI: doi QMRO: qmroHref Zhang L, Zhang H, Zhu C et al. (2021). Fine-Grained Video Deblurring with Event Camera.. nameOfConference DOI: doi QMRO: qmroHref Li F, Wang W, Liu Z et al. (2021). Frame Aggregation and Multi-modal Fusion Framework for Video-Based Person Recognition.. nameOfConference DOI: doi QMRO: qmroHref Giannakeris P, Tsanousa A, Mavropoulos T et al. (2021). Fusion of Multimodal Sensor Data for Effective Human Action Recognition in the Service of Medical Platforms.. nameOfConference DOI: doi QMRO: qmroHref Liu S, Claypool M (2021). Game Input with Delay - A Model of the Time Distribution for Selecting a Moving Target with a Mouse.. nameOfConference DOI: doi QMRO: qmroHref Shan X, Wen Y (2021). Gaussian Mixture Model Based Semi-supervised Sparse Representation for Face Recognition.. nameOfConference DOI: doi QMRO: qmroHref Xiao Z, Li D (2021). Generative Image Inpainting by Hybrid Contextual Attention Network.. nameOfConference DOI: doi QMRO: qmroHref Zhang C, Zhang W, Chen F et al. (2021). Global Cognition and Local Perception Network for Blind Image Deblurring.. nameOfConference DOI: doi QMRO: qmroHref Wang X, Li X, Wu S (2021). Graph Structure Reasoning Network for Face Alignment and Reconstruction.. nameOfConference DOI: doi QMRO: qmroHref Nguyen M-D, Binh NT, Gurrin C (2021). Graph-Based Indexing and Retrieval of Lifelog Data.. nameOfConference DOI: doi QMRO: qmroHref Pei D, Li A, Wang Y (2021). Group Activity Recognition by Exploiting Position Distribution and Appearance Relation.. nameOfConference DOI: doi QMRO: qmroHref Garcia-Ceja E, Thambawita V, Hicks SA et al. (2021). HTAD: A Home-Tasks Activities Dataset with Wrist-Accelerometer and Audio Features.. nameOfConference DOI: doi QMRO: qmroHref Lee Y, Choi H, Park S et al. (2021). IVIST: Interactive Video Search Tool in VBS 2021.. nameOfConference DOI: doi QMRO: qmroHref Ressmann A, Schoeffmann K (2021). IVOS - The ITEC Interactive Video Object Search System at VBS2021.. nameOfConference DOI: doi QMRO: qmroHref Qiu Y, Chen J, Wang X et al. (2021). Illuminate Low-Light Image via Coarse-to-fine Multi-level Network.. nameOfConference DOI: doi QMRO: qmroHref Jiang S, Wang C, Huang C (2021). Image Registration Improved by Generative Adversarial Networks.. nameOfConference DOI: doi QMRO: qmroHref Apostolakis A, Girtsou S, Kontoes C et al. (2021). Implementation of a Random Forest Classifier to Examine Wildfire Predictive Modelling in Greece Using Diachronically Collected Fire Occurrence and Fire Mapping Data.. nameOfConference DOI: doi QMRO: qmroHref Feng C, Li D, Zheng J (2021). Improving Supervised Cross-modal Retrieval with Semantic Graph Embedding.. nameOfConference DOI: doi QMRO: qmroHref Zhu Z, Sun L (2021). Initialize with Mask: For More Efficient Federated Learning.. nameOfConference DOI: doi QMRO: qmroHref Smeaton AF, Krishnamurthy NG, Suryanarayana AH (2021). Keystroke Dynamics as Part of Lifelogging.. nameOfConference DOI: doi QMRO: qmroHref Jha D, Ali S, Emanuelsen K et al. (2021). Kvasir-Instrument: Diagnostic and Therapeutic Tool Segmentation Dataset in Gastrointestinal Endoscopy.. nameOfConference DOI: doi QMRO: qmroHref Zhang P, Ouyang D, Jiang C et al. (2021). Language Person Search with Pair-Based Weighting Loss.. nameOfConference DOI: doi QMRO: qmroHref Liu Z-Y, Liu J-W, Zuo X et al. (2021). Learning 3D-Craft Generation with Predictive Action Neural Network.. nameOfConference DOI: doi QMRO: qmroHref Lu L, Lu Y, Wang S (2021). Learning Multi-level Interaction Relations and Feature Representations for Group Activity Recognition.. nameOfConference DOI: doi QMRO: qmroHref Zheng W, Yan L, Wang F-Y et al. (2021). Learning from the Negativity: Deep Negative Correlation Meta-Learning for Adversarial Image Classification.. nameOfConference DOI: doi QMRO: qmroHref Leibetseder A, Schoeffmann K (2021). Less is More - diveXplore 5.0 at VBS 2021.. nameOfConference DOI: doi QMRO: qmroHref Chen X, Liu R, Song X et al. (2021). Locating Visual Explanations for Video Question Answering.. nameOfConference DOI: doi QMRO: qmroHref Gu Q, Luo Z, Zhao W et al. (2021). MM-Net: Learning Adaptive Meta-metric for Few-Shot Biometric Recognition.. nameOfConference DOI: doi QMRO: qmroHref Nguyen D-H, Tan LTN, Nguyen M-T et al. (2021). MNR-Air: An Economic and Dynamic Crowdsourcing Mechanism to Collect Personal Lifelog and Surrounding Environment Dataset. A Case Study in Ho Chi Minh City, Vietnam.. nameOfConference DOI: doi QMRO: qmroHref Zhang Y, Zhao H, Zhou F et al. (2021). MSCANet: Adaptive Multi-scale Context Aggregation Network for Congested Crowd Counting.. nameOfConference DOI: doi QMRO: qmroHref Song W, Dai S, Huang D et al. (2021). Median-Pooling Grad-CAM: An Efficient Inference Level Visual Explanation for CNN Networks in Remote Sensing Image Classification.. nameOfConference DOI: doi QMRO: qmroHref Codina-Filbà J, Escalera S, Escudero J et al. (2021). Mobile eHealth Platform for Home Monitoring of Bipolar Disorder.. nameOfConference DOI: doi QMRO: qmroHref Zhang F, Li M, Zhai G et al. (2021). Multi-branch and Multi-scale Attention Learning for Fine-Grained Visual Categorization.. nameOfConference DOI: doi QMRO: qmroHref Liu Y, Lu Y (2021). Multi-grained Fusion for Conditional Image Retrieval.. nameOfConference DOI: doi QMRO: qmroHref Zhang X, Zhang Y, Zhang Z (2021). Multi-granularity Recurrent Attention Graph Neural Network for Few-Shot Learning.. nameOfConference DOI: doi QMRO: qmroHref Long J, Lu H (2021). Multi-level Gate Feature Aggregation with Spatially Adaptive Batch-Instance Normalization for Semantic Image Synthesis.. nameOfConference DOI: doi QMRO: qmroHref Gao R, Huang Z, Liu S (2021). Multi-task Deep Learning for No-Reference Screen Content Image Quality Assessment.. nameOfConference DOI: doi QMRO: qmroHref (2021). MultiMedia Modeling - 27th International Conference, MMM 2021, Prague, Czech Republic, June 22-24, 2021, Proceedings, Part I. nameOfConference DOI: doi QMRO: qmroHref (2021). MultiMedia Modeling - 27th International Conference, MMM 2021, Prague, Czech Republic, June 22-24, 2021, Proceedings, Part II. nameOfConference DOI: doi QMRO: qmroHref Yebda T, Benois-Pineau J, Pech M et al. (2021). Multimodal Sensor Data Analysis for Detection of Risk Situations of Fragile People in @home Environments.. nameOfConference DOI: doi QMRO: qmroHref Zhao Y, Guo J (2021). MusiCoder: A Universal Music-Acoustic Encoder Based on Transformer.. nameOfConference DOI: doi QMRO: qmroHref Karisch C, Leibetseder A, Schoeffmann K (2021). NoShot Video Browser at VBS2021.. nameOfConference DOI: doi QMRO: qmroHref Dobranský M, Skopal T (2021). On Fusion of Learned and Designed Features for Video Data Analytics.. nameOfConference DOI: doi QMRO: qmroHref Lokoč J, Skopal T, Schoeffmann K et al. (2021). Preface. nameOfConference DOI: doi QMRO: qmroHref Fu F, Xie T, Patras I et al. (2021). Relationship-based Neural Baby Talk.. nameOfConference DOI: doi QMRO: qmroHref Zhao S, Li X, Chen Z et al. (2021). Res2-Unet: An Enhanced Network for Generalized Nuclear Segmentation in Pathological Images.. nameOfConference DOI: doi QMRO: qmroHref Park S, Kim JU, Kim Y et al. (2021). Robust Multispectral Pedestrian Detection via Uncertainty-Aware Cross-Modal Learning.. nameOfConference DOI: doi QMRO: qmroHref Veselý P, Mejzlík F, Lokoc J (2021). SOMHunter V2 at Video Browser Showdown 2021.. nameOfConference DOI: doi QMRO: qmroHref Wu J, Nguyen PA, Ma Z et al. (2021). SQL-Like Interpretable Interactive Video Search.. nameOfConference DOI: doi QMRO: qmroHref Gisolf F, Geradts ZJMH, Worring M (2021). Search and Explore Strategies for Interactive Analysis of Real-Life Image Collections with Unknown and Unique Categories.. nameOfConference DOI: doi QMRO: qmroHref Wang T, Feng N, Yu J et al. (2021). Shot Boundary Detection Through Multi-stage Deep Convolution Neural Network.. nameOfConference DOI: doi QMRO: qmroHref Wang J, Li Y, Lu H (2021). Spatial Gradient Guided Learning and Semantic Relation Transfer for Facial Landmark Detection.. nameOfConference DOI: doi QMRO: qmroHref Gajdusek P, Peska L (2021). SpotifyGraph: Visualisation of User's Preferences in Music.. nameOfConference DOI: doi QMRO: qmroHref Wu Y, Hu R, Wang X et al. (2021). Stacked Sparse Autoencoder for Audio Object Coding.. nameOfConference DOI: doi QMRO: qmroHref Umemura K, Kastner MA, Ide I et al. (2021). Tell as You Imagine: Sentence Imageability-Aware Image Captioning.. nameOfConference DOI: doi QMRO: qmroHref Oldfield J, Georgopoulos M, Panagakis Y et al. (2021). Tensor Component Analysis for Interpreting the Latent Space of GANs. nameOfConference DOI: doi QMRO: qmroHref Nefkens M, Hürst W (2021). The MovieWall: A New Interface for Browsing Large Video Collections.. nameOfConference DOI: doi QMRO: qmroHref Chu W-T, Huang P-S (2021). Thermal Face Recognition Based on Multi-scale Image Synthesis.. nameOfConference DOI: doi QMRO: qmroHref Wei J, Yang X, Dong Y (2021). Time-Dependent Body Gesture Representation for Video Emotion Recognition.. nameOfConference DOI: doi QMRO: qmroHref Heller S, Gasser R, Illi C et al. (2021). Towards Explainable Interactive Multi-modal Video Retrieval with Vitrivr.. nameOfConference DOI: doi QMRO: qmroHref Amirpour H, Çetinkaya E, Timmerer C et al. (2021). Towards Optimal Multirate Encoding for HTTP Adaptive Streaming.. nameOfConference DOI: doi QMRO: qmroHref Kraus M, Seldschopf P, Minker W (2021). Towards the Development of a Trustworthy Chatbot for Mental Health Applications.. nameOfConference DOI: doi QMRO: qmroHref Huang C, Chan S, Bai C et al. (2021). Tropical Cyclones Tracking Based on Satellite Cloud Images: Database and Comprehensive Study.. nameOfConference DOI: doi QMRO: qmroHref Wang F, Luo L, Zhu E (2021). Two-Stage Real-Time Multi-object Tracking with Candidate Selection.. nameOfConference DOI: doi QMRO: qmroHref Tzelepis C, Patras I (2021). Uncertainty Propagation in Convolutional Neural Networks: Technical Report.. nameOfConference DOI: doi QMRO: qmroHref Lu Y, Wang Y, Xin Y et al. (2021). Unsupervised Gaze: Exploration of Geometric Constraints for 3D Gaze Estimation.. nameOfConference DOI: doi QMRO: qmroHref Li X, Wang W, Li Q et al. (2021). Unsupervised Multi-shot Person Re-identification via Dynamic Bi-directional Normalized Sparse Representation.. nameOfConference DOI: doi QMRO: qmroHref Hu M, Hu R, Wang X et al. (2021). Unsupervised Temporal Attention Summarization Model for User Created Videos.. nameOfConference DOI: doi QMRO: qmroHref Andreadis S, Moumtzidou A, Gkountakos K et al. (2021). VERGE in VBS 2021.. nameOfConference DOI: doi QMRO: qmroHref Amato G, Bolettieri P, Falchi F et al. (2021). VISIONE at Video Browser Showdown 2021.. nameOfConference DOI: doi QMRO: qmroHref Lokoc J, Bátoryová J, Smrz D et al. (2021). Video Search with Collage Queries.. nameOfConference DOI: doi QMRO: qmroHref Hezel N, Schall K, Jung K et al. (2021). Video Search with Sub-Image Keyword Transfer Using Existing Image Archives.. nameOfConference DOI: doi QMRO: qmroHref Rossetto L, Baumgartner M, Ashena N et al. (2021). VideoGraph - Towards Using Knowledge Graphs for Interactive Video Retrieval.. nameOfConference DOI: doi QMRO: qmroHref Peska L, Kovalcík G, Soucek T et al. (2021). W2VV++ BERT Model at VBS 2021.. nameOfConference DOI: doi QMRO: qmroHref Apostolidis E, Adamantidou E, Metsai A et al. (2020). AC-SUM-GAN: Connecting Actor-Critic and Generative Adversarial Networks for Unsupervised Video Summarization. nameOfConference DOI: 10.1109/TCSVT.2020.3037883 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/68506 Apostolidis E, Adamantidou E, Metsai AI et al. (2020). Performance over Random. Proceedings of the 28th ACM International Conference on Multimedia DOI: 10.1145/3394171.3413632 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/69084 Apostolidis E, Adamantidou E, Metsai AI et al. (2020). Performance over Random: A Robust Evaluation Protocol for Video Summarization Methods. nameOfConference DOI: 10.1145/3394171.3413632 QMRO: qmroHref Xie T, Tzelepis C, Patras I (2020). Boundary Uncertainty in a Single-Stage Temporal Action Localization Network.. nameOfConference DOI: doi QMRO: qmroHref Gkalelis N, Markatopoulou F, Moumtzidou A et al. (2020). ITI-CERTH participation to TRECVID 2014. nameOfConference DOI: doi QMRO: qmroHref Markatopoulou F, Ioannidou A, Tzelepis C et al. (2020). ITI-CERTH participation to TRECVID 2015. nameOfConference DOI: doi QMRO: qmroHref Xie T-T, Tzelepis C, Patras I (2020). Temporal Action Localization with Variance-Aware Networks.. nameOfConference DOI: doi QMRO: qmroHref Apostolidis E, Adamantidou E, Metsai A et al. (2020). Unsupervised Video Summarization via Attention-Driven Adversarial Learning. 26th Int. 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Video Fragmentation and Reverse Search on the Web. nameOfConference DOI: 10.1007/978-3-030-26752-0_3 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/69119 Bishay M, Zoumpourlis G, Patras I (2019). TARN: Temporal Attentive Relation Network for Few-Shot and Zero-Shot Action Recognition. 30th British Machine Vision Conference DOI: doi QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/59752 Mou W, Gunes H, Patras I (2019). Alone versus In-a-group. nameOfConference DOI: 10.1145/3321509 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/56695 Marras I, Palasek P, Patras I (2019). Deep Mixture of MRFs for Human Pose Estimation. nameOfConference DOI: 10.1007/978-3-030-20893-6_45 QMRO: qmroHref Mou W, Gunes H, Patras I (2019). Your Fellows Matter: Affect Analysis across Subjects in Group Videos. 2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019) DOI: 10.1109/fg.2019.8756514 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/57782 Jang Y, Gunes H, Patras I (2019). Registration-free Face-SSD: Single shot analysis of smiles, facial attributes, and affect in the wild. nameOfConference DOI: 10.1016/j.cviu.2019.01.006 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/68671 BISHAY MAT, PATRAS I, PRIEBE S (2019). CAN AUTOMATIC FACIAL EXPRESSION ANALYSIS BE USED FOR TREATMENT OUTCOME ESTIMATION IN SCHIZOPHRENIA?. IEEE International Conference on Acoustics, Speech and Signal Processing DOI: 10.1109/ICASSP.2019.8682652 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/57744 Bishay M, PALASEK P, PRIEBE S et al. (2019). SchiNet: Automatic Estimation of Symptoms of Schizophrenia from Facial Behaviour Analysis.. nameOfConference DOI: 10.1109/TAFFC.2019.2907628 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/57767 Kordopatis-Zilos G, Papadopoulos S, Patras I et al. (2019). FIVR: Fine-grained Incident Video Retrieval.. nameOfConference DOI: 10.1109/TMM.2019.2905741 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/56381 Xie T, Yang X, Zhang T et al. (2019). Exploring Feature Representation and Training Strategies in Temporal Action Localization. 2019 IEEE International Conference on Image Processing (ICIP) DOI: 10.1109/icip.2019.8803745 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/74429 Zampoglou M, Markatopoulou F, Mercier G et al. (2019). 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Exploring Feature Representation and Training strategies in Temporal Action Localization.. nameOfConference DOI: doi QMRO: qmroHref Kordopatis-Zilos G, Papadopoulos S, Patras I et al. (2019). FIVR: Fine-Grained Incident Video Retrieval.. nameOfConference DOI: 10.1109/TMM.2019.2905741 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/68673 Ahmadi A, Marras I, Patras I (2019). LikeNet: A Siamese motion estimation network trained in an unsupervised way. nameOfConference DOI: doi QMRO: qmroHref Jang Y, Gunes H, Patras I (2019). Registration-free Face-SSD: Single shot analysis of smiles, facial attributes, and affect in the wild.. nameOfConference DOI: doi QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/68670 Bishay M, Zoumpourlis G, Patras I (2019). TARN: Temporal Attentive Relation Network for Few-Shot and Zero-Shot Action Recognition.. nameOfConference DOI: doi QMRO: qmroHref Andreadis S, Moumtzidou A, Galanopoulos D et al. (2019). VERGE in VBS 2019. nameOfConference DOI: 10.1007/978-3-030-05716-9_53 QMRO: qmroHref Miranda Correa JA, Abadi MK, Sebe N et al. (2018). AMIGOS: A Dataset for Affect, Personality and Mood Research on Individuals and Groups. nameOfConference DOI: 10.1109/TAFFC.2018.2884461 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/54054 Correa JAM, Abadi MK, Sebe N et al. (2018). AMIGOS: A Dataset for Affect, Personality and Mood Research on Individuals and Groups.. nameOfConference DOI: 10.1109/TAFFC.2018.2884461 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/86242 Mou W, Tzelepis C, Mezaris V et al. (2018). A deep generic to specific recognition model for group membership analysis using non-verbal cues. nameOfConference DOI: 10.1016/j.imavis.2018.09.005 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/55287 Markatopoulou F, Mezaris V, Patras I (2018). Implicit and Explicit Concept Relations in Deep Neural Networks for Multi-Label Video/Image Annotation. nameOfConference DOI: 10.1109/TCSVT.2018.2848458 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/42010 Vasilyev A, Hansard M, Mareschal I et al. (2018). A Model of Visual Search in the Presence of Age-Related Macular Degeneration. Proceedings of the AVA Christmas meeting DOI: doi QMRO: qmroHref Miranda-Correa JA, Patras I (2018). A Multi-Task Cascaded Network for Prediction of Affect, Personality, Mood and Social Context Using EEG Signals. 2018 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018) DOI: 10.1109/fg.2018.00060 QMRO: qmroHref Apostolidis K, Markatopoulou F, Tzelepis C et al. (2018). Multimedia Processing Essentials. nameOfConference DOI: 10.1007/978-3-319-73465-1_3 QMRO: qmroHref Moumtzidou A, Andreadis S, Markatopoulou F et al. (2018). VERGE in VBS 2018. nameOfConference DOI: 10.1007/978-3-319-73600-6_48 QMRO: qmroHref Tzelepis C, Mezaris V, Patras I (2018). Linear Maximum Margin Classifier for Learning from Uncertain Data.. nameOfConference DOI: 10.1109/TPAMI.2017.2772235 QMRO: qmroHref Palasek P, Patras I (2018). Semi-supervised Fisher vector network.. nameOfConference DOI: doi QMRO: qmroHref Batziou E, Michail E, Avgerinakis K et al. (2018). Visual and audio analysis of movies video for emotion detection @ Emotional Impact of Movies task MediaEval 2018. nameOfConference DOI: doi QMRO: qmroHref MARRAS I, PALASEK P, PATRAS I (2017). Deep globally constrained MRFs for Human Pose Estimation. IEEE International Conference on Computer Vision (ICCV) DOI: 10.1109/ICCV.2017.375 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/34403 TZELEPIS C, PATRAS, MEZARIS, V (2017). Linear Maximum Margin Classifier for Learning from Uncertain Data. nameOfConference DOI: 10.1109/TPAMI.2017.2772235 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/29012 KORDOPATIS-ZILOS G, Papadopoulos S, PATRAS I et al. (2017). Near-Duplicate Video Retrieval with Deep Metric Learning. Web-scale Vision and Social Media (VSM), ICCV 2017 DOI: 10.1109/ICCVW.2017.49 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/32414 Jang Y, Gunes H, Patras I (2017). SmileNet: Registration-Free Smiling Face Detection in the Wild. 2017 IEEE International Conference on Computer Vision Workshops (ICCVW) DOI: 10.1109/iccvw.2017.186 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/36405 Tao Y, Palasek P, Ling Z et al. (2017). Background Modelling Based on Generative Unet. 2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) DOI: 10.1109/avss.2017.8078483 QMRO: qmroHref Palasek P, Patras I (2017). Discriminative convolutional Fisher vector network for action recognition. nameOfConference DOI: doi QMRO: qmroHref Bishay M, Patras I (2017). Fusing Multilabel Deep Networks for Facial Action Unit Detection. Automatic Face & Gesture Recognition (FG 2017) DOI: 10.1109/FG.2017.86 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/57745 Galanopoulos D, Markatopoulou F, Mezaris V et al. (2017). Concept Language Models and Event-based Concept Number Selection for Zero-example Event Detection. Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval DOI: 10.1145/3078971.3079043 QMRO: qmroHref Markatopoulou F, Galanopoulos D, Mezaris V et al. (2017). Query and Keyframe Representations for Ad-hoc Video Search. Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval DOI: 10.1145/3078971.3079041 QMRO: qmroHref Collyda C, Apostolidis E, Pournaras A et al. (2017). VideoAnalysis4ALL. 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Near-Duplicate Video Retrieval by Aggregating Intermediate CNN Layers. International Conference on Multimedia Modeling DOI: 10.1007/978-3-319-51811-4_21 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/23619 Pittaras N, Markatopoulou F, Mezaris V et al. (2017). Comparison of Fine-Tuning and Extension Strategies for Deep Convolutional Neural Networks. nameOfConference DOI: 10.1007/978-3-319-51811-4_9 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/23570 Moumtzidou A, Mironidis T, Markatopoulou F et al. (2017). VERGE in VBS 2017. nameOfConference DOI: 10.1007/978-3-319-51814-5_46 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/23658 Mou W, Gunes H, Patras I (publicationYear). Automatic Recognition of Emotions and Membership in Group Videos. 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) DOI: 10.1109/cvprw.2016.185 QMRO: qmroHref Kotsia I, Zafeiriou S, Goudelis G et al. (2016). Multimodal Sensing in Affective Gaming. nameOfConference DOI: 10.1007/978-3-319-41316-7_4 QMRO: qmroHref Mou W, Gunes H, Patras I (2016). Alone versus In-a-group. Proceedings of the 24th ACM international conference on Multimedia DOI: 10.1145/2964284.2967276 QMRO: qmroHref Markatopoulou F, Mezaris V, Patras I (2016). Deep Multi-task Learning with Label Correlation Constraint for Video Concept Detection. Proceedings of the 24th ACM international conference on Multimedia DOI: 10.1145/2964284.2967271 QMRO: qmroHref AHMADI A, Patras I (2016). UNSUPERVISED CONVOLUTIONAL NEURAL NETWORKS FOR MOTION ESTIMATION. Image Processing (ICIP), 2016 IEEE International Conference on DOI: 10.1109/ICIP.2016.7532634 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/13000 Stefic D, Patras I (2016). Action recognition using saliency learned from recorded human gaze. nameOfConference DOI: 10.1016/j.imavis.2016.06.006 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/13497 Palasek P, Patras I (2016). Action Recognition Using Convolutional Restricted Boltzmann Machines. Proceedings of the 1st International Workshop on Multimedia Analysis and Retrieval for Multimodal Interaction DOI: 10.1145/2927006.2927012 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/22210 Wang L, Patras I, Zhang J et al. (2016). Special Issue on Individual and Group Activities in Video Event Analysis. nameOfConference DOI: 10.1016/j.cviu.2016.01.008 QMRO: qmroHref Vrochidis S, Patras I, Kompatsiaris I (2017). Gaze movement-driven random forests for query clustering in automatic video annotation. nameOfConference DOI: 10.1007/s11042-015-3221-1 QMRO: qmroHref Markatopoulou F, Mezaris V, Patras I (2016). Ordering of Visual Descriptors in a Classifier Cascade Towards Improved Video Concept Detection. nameOfConference DOI: 10.1007/978-3-319-27671-7_73 QMRO: qmroHref Tzelepis C, Mezaris V, Patras I (2016). Video Event Detection Using Kernel Support Vector Machine with Isotropic Gaussian Sample Uncertainty (KSVM-iGSU). nameOfConference DOI: 10.1007/978-3-319-27671-7_1 QMRO: qmroHref Markatopoulou F, Galanopoulos D, Patras I et al. (2016). ITI-CERTH in TRECVID 2016 Ad-hoc video search (AVS). nameOfConference DOI: doi QMRO: qmroHref Markatopoulou F, Moumtzidou A, Galanopoulos D et al. (2016). ITI-CERTH participation in TRECVID 2016. nameOfConference DOI: doi QMRO: qmroHref Tzelepis C, Galanopoulos D, Mezaris V et al. (2016). Learning to detect video events from zero or very few video examples.. nameOfConference DOI: doi QMRO: qmroHref Kuranuki Y, Patras I (2016). Minimal Filtered Channel Features for Pedestrian Detection. 2016 23rd International Conference on Pattern Recognition (ICPR) DOI: 10.1109/icpr.2016.7899713 QMRO: qmroHref Markatopoulou F, Mezaris V, Patras I (2016). 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Face Alignment. nameOfConference DOI: 10.1007/978-1-4899-7488-4_186 QMRO: qmroHref Patras I (2015). Face Pose Analysis. nameOfConference DOI: 10.1007/978-1-4899-7488-4_191 QMRO: qmroHref Markatopoulou F, Mezaris V, Pittaras N et al. (publicationYear). Local Features and a Two-Layer Stacking Architecture for Semantic Concept Detection in Video. nameOfConference DOI: 10.1109/tetc.2015.2418714 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/8879 Palasek P, Yang H, Xu Z et al. (2015). A Flexible Calibration Method of Multiple Kinects for 3D Human Reconstruction. 2015 IEEE International Conference on Multimedia & Expo Workshops (ICMEW) DOI: 10.1109/icmew.2015.7169829 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/12694 Yang H, Zou C, Patras I (2015). Cascade of forests for face alignment. nameOfConference DOI: 10.1049/iet-cvi.2014.0085 QMRO: qmroHref Yang H, Patras I (2015). Mirror, Mirror on the Wall, Tell me, is the Error Small?. 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) DOI: 10.1109/cvpr.2015.7299100 QMRO: qmroHref Yang H, Jia X, Patras I et al. (2015). Random Subspace Supervised Descent Method for Regression Problems in Computer Vision. nameOfConference DOI: 10.1109/lsp.2015.2437883 QMRO: qmroHref Abadi MK, Correa JAM, Wache J et al. (2015). Inference of Personality Traits and Affect Schedule by Analysis of Spontaneous Reactions to Affective Videos. 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG) DOI: 10.1109/fg.2015.7163100 QMRO: qmroHref Yang H, He X, Jia X et al. (2015). Robust Face Alignment Under Occlusion via Regional Predictive Power Estimation. nameOfConference DOI: 10.1109/tip.2015.2421438 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/22467 Yang H, Patras I (2015). Privileged Information-Based Conditional Structured Output Regression Forest for Facial Point Detection. nameOfConference DOI: 10.1109/tcsvt.2015.2389492 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/22402 Markatopoulou F, Pittaras N, Papadopoulou O et al. (2015). A Study on the Use of a Binary Local Descriptor and Color Extensions of Local Descriptors for Video Concept Detection. nameOfConference DOI: 10.1007/978-3-319-14445-0_25 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/8660 Markatopoulou F, Mezaris V, Patras I (2015). Cascade of Classifiers Based on Binary, Non-Binary and Deep Convolutional Network Descriptors for Video Concept Detection. 2015 IEEE International Conference on Image Processing (ICIP) DOI: 10.1109/icip.2015.7351108 QMRO: qmroHref Yang H, Mou W, Zhang Y et al. (2015). Face Alignment Assisted by Head Pose Estimation. nameOfConference DOI: 10.5244/c.29.130 QMRO: qmroHref Yang H, Mou W, Zhang Y et al. (2015). Face Alignment Assisted by Head Pose Estimation.. nameOfConference DOI: doi QMRO: qmroHref Markatopoulou F, Loannidou A, Tzelepis C et al. (2015). ITI-CERTH participation to TRECVID 2015. nameOfConference DOI: doi QMRO: qmroHref Chen M, Han J, Guo L et al. (2015). Identifying Valence and Arousal Levels via Connectivity between EEG Channels. 2015 International Conference on Affective Computing and Intelligent Interaction (ACII) DOI: 10.1109/acii.2015.7344552 QMRO: qmroHref Abadi MK, Correa JAM, Wache J et al. (2015). Inference of Personality Traits and Affect Schedule by Analysis of Spontaneous Reactions to Affective Videos. nameOfConference DOI: doi QMRO: qmroHref Yang H, Patras I (2015). Mirror, mirror on the wall, tell me, is the error small?. nameOfConference DOI: doi QMRO: qmroHref Patras MV, BǍnacu CS, Popescu AM et al. (2015). The effect of limiting the right of appeal on the quality of the public procurement management system: Case study of Romania. nameOfConference DOI: doi QMRO: qmroHref Moumtzidou A, Avgerinakis K, Apostolidis E et al. (2015). VERGE: A Multimodal Interactive Video Search Engine. nameOfConference DOI: 10.1007/978-3-319-14442-9_23 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/10787 Yang H, Patras I (2015). Fine-Tuning Regression Forests Votes for Object Alignment in the Wild. nameOfConference DOI: 10.1109/tip.2014.2383325 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/22607 Kaymak S, Patras I (2014). Multimodal random forest based tensor regression. nameOfConference DOI: 10.1049/iet-cvi.2013.0320 QMRO: qmroHref Stefic D, Patras I (2014). Learning Visual Saliency Using Topographic Independent Component Analysis. 2014 IEEE International Conference on Image Processing (ICIP) DOI: 10.1109/icip.2014.7025225 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/12720 Burelli P, Triantafyllidis G, Patras I (2014). Non-Invasive Player Experience Estimation from Body Motion and Game Context. 2014 IEEE Conference on Computational Intelligence and Games DOI: 10.1109/cig.2014.6932871 QMRO: qmroHref Stefic D, Patras I (2014). Learning visual saliency using topographic independent component analysis. nameOfConference DOI: 10.1109/ICIP.2014.7025225 QMRO: qmroHref Yang H, Zou C, Patras I (2014). Face sketch landmarks localization in the wild. nameOfConference DOI: 10.1109/LSP.2014.2333544 QMRO: qmroHref Jia X, Yang H, Chan K-P et al. (2014). Structured Semi-supervised Forest for Facial Landmarks Localization with Face Mask Reasoning. Proceedings of the British Machine Vision Conference 2014 DOI: 10.5244/c.28.85 QMRO: qmroHref Yang H, Patras I (2013). Sieving Regression Forest Votes for Facial Feature Detection in the Wild. nameOfConference DOI: 10.1109/iccv.2013.243 QMRO: qmroHref G VKB, Patras I (2013). Supervised Dictionary Learning for Action Localization. 2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG) DOI: 10.1109/fg.2013.6553745 QMRO: qmroHref Rudovic O, Pantic M, Patras IY (2013). Coupled Gaussian Processes for Pose-Invariant Facial Expression Recognition. nameOfConference DOI: 10.1109/TPAMI.2012.233 QMRO: qmroHref Kaymak S, Patras I (2013). Exploiting Depth and Intensity Information for Head Pose Estimation with Random Forests and Tensor Models. nameOfConference DOI: 10.1007/978-3-642-37484-5_14 QMRO: qmroHref Kotsia I, Patras I (2013). Exploring the Similarities of Neighboring Spatiotemporal Points for Action Pair Matching. nameOfConference DOI: 10.1007/978-3-642-37431-9_48 QMRO: qmroHref Koelstra S, Patras I (2013). Fusion of facial expressions and EEG for implicit affective tagging. nameOfConference DOI: 10.1016/j.imavis.2012.10.002 QMRO: qmroHref Nikolopoulos S, Zafeiriou S, Patras I et al. (2013). High order pLSA for indexing tagged images. nameOfConference DOI: 10.1016/j.sigpro.2012.08.004 QMRO: qmroHref Yang H, Patras I (2013). Privileged information-based Conditional Regression Forests for Facial Feature Detection. nameOfConference DOI: 10.1109/FG.2013.6553766 QMRO: qmroHref Guo W, Hu W, Boulgouris NV et al. (2013). Semi-Supervised Visual Recognition With Constrained Graph Regularized Non Negative Matrix Factorization. 2013 IEEE International Conference on Image Processing DOI: 10.1109/icip.2013.6738565 QMRO: qmroHref Kotsia I, Guo W, Patras I (2012). Higher rank Support Tensor Machines for visual recognition. nameOfConference DOI: 10.1016/j.patcog.2012.04.033 QMRO: qmroHref Oveisi F, Oveisi S, Efranian A et al. (publicationYear). Nonlinear Independent Component Analysis for EEG-Based Brain-Computer Interface Systems. nameOfConference DOI: 10.5772/39092 QMRO: qmroHref G VKB, Patras I (2012). Learning Codebook Weights for Action Detection. 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops DOI: 10.1109/cvprw.2012.6239257 QMRO: qmroHref Kotsia I, Patras I, Fotopoulos S (2012). AFFECTIVE GAMING: BEYOND USING SENSORS. 2012 5th International Symposium on Communications, Control and Signal Processing DOI: 10.1109/isccsp.2012.6217768 QMRO: qmroHref Vrochidis S, Patras I, Kompatsiaris I (2012). EXPLOITING GAZE MOVEMENTS FOR AUTOMATIC VIDEO ANNOTATION. 2012 13th International Workshop on Image Analysis for Multimedia Interactive Services DOI: 10.1109/wiamis.2012.6226766 QMRO: qmroHref Guo W, Kotsia I, Patras I (2012). Tensor learning for regression.. nameOfConference DOI: 10.1109/TIP.2011.2165291 QMRO: qmroHref Yang H, Liu X, Patras I (2012). A Simple and Effective Extrinsic Calibration Method of a Camera and a Single Line Scanning Lidar. ICPR 2012 DOI: doi QMRO: qmroHref Yang H, Zhang Y, Liu X et al. (2012). Coupled 3D Tracking and Pose Optimization of Rigid Objects Using Particle Filter. ICPR 2012 DOI: doi QMRO: qmroHref Koelstra S, Muhl C, Soleymani M et al. (2012). DEAP: A Database for Emotion Analysis Using Physiological Signals. nameOfConference DOI: 10.1109/T-AFFC.2011.15 QMRO: qmroHref Yang H, Patras I (2012). Face Parts Localization Using Structured-output Regression Forests. ACCV 2012 DOI: 10.1007/978-3-642-37444-9_52 QMRO: qmroHref Kotsia I, Guo W, Patras I (2012). Higher Rank Support Tensor Machines. nameOfConference DOI: 10.1007/978-3-642-33191-6_4 QMRO: qmroHref Nikolopoulos S, Papadopoulos GT, Kompatsiaris I et al. (2012). Image Interpretation by Combining Ontologies and Bayesian Networks. nameOfConference DOI: 10.1007/978-3-642-30448-4_39 QMRO: qmroHref Chatzilari E, Nikolopoulos S, Patras I et al. (2012). Leveraging social media for scalable object detection. nameOfConference DOI: 10.1016/j.patcog.2012.02.006 QMRO: qmroHref Kumar BGV, Kotsia I, Patras I (2012). Max-margin Non-negative Matrix Factorization. nameOfConference DOI: 10.1016/j.imavis.2012.02.010 QMRO: qmroHref Kotsia I, Patras I (2012). SUPPORT TENSOR ACTION SPOTTING. nameOfConference DOI: 10.1109/ICIP.2012.6467130 QMRO: qmroHref Oveisi F, Oveisi S, Efranian A et al. (2012). Tree-Structured Feature Extraction Using Mutual Information. nameOfConference DOI: 10.1109/TNNLS.2011.2178447 QMRO: qmroHref Nikolopoulos S, Papadopoulos GT, Kompatsiaris I et al. (2011). Evidence-driven image interpretation by combining implicit and explicit knowledge in a Bayesian network.. nameOfConference DOI: 10.1109/TSMCB.2011.2147781 QMRO: qmroHref Vrochidis S, Patras I, Kompatsiaris I (2011). An eye-tracking-based approach to facilitate interactive video search. Proceedings of the 1st ACM International Conference on Multimedia Retrieval DOI: 10.1145/1991996.1992039 QMRO: qmroHref Oikonomopoulos A, Patras I, Pantic M (2011). Spatiotemporal localization and categorization of human actions in unsegmented image sequences.. nameOfConference DOI: 10.1109/TIP.2010.2076821 QMRO: qmroHref Soleymani M, Koelstra S, Patras I et al. (2011). Continuous Emotion Detection in Response to Music Videos. Face and Gesture 2011 DOI: 10.1109/fg.2011.5771352 QMRO: qmroHref Nikolopoulos S, Giannakidou E, Kompatsiaris I et al. (2011). Combining Multi-modal Features for Social Media Analysis. nameOfConference DOI: 10.1007/978-0-85729-436-4_4 QMRO: qmroHref Chatzilari E, Nikolopoulos S, Patras I et al. (2011). Enhancing Computer Vision Using the Collective Intelligence of Social Media. nameOfConference DOI: 10.1007/978-3-642-17551-0_9 QMRO: qmroHref Guo W, Kotsia I, Patras I (2011). Higher order Support tensor regression for head pose estimation. nameOfConference DOI: doi QMRO: qmroHref Moumtzidou A, Sidiropoulos P, Vrochidis S et al. (2011). ITI-CERTH participation to TRECVID 2011. nameOfConference DOI: doi QMRO: qmroHref Kumar VBG, Patras I, Kotsia I (2011). Max-Margin Semi-NMF. Procedings of the British Machine Vision Conference 2011 DOI: 10.5244/c.25.129 QMRO: qmroHref Kotsia I, Patras I (2011). Support Tucker Machines. nameOfConference DOI: 10.1109/CVPR.2011.5995663 QMRO: qmroHref Vrochidis S, Kompatsiaris I, Patras I (2011). Utilizing Implicit User Feedback to Improve Interactive Video Retrieval. nameOfConference DOI: 10.1155/2011/310762 QMRO: qmroHref Koelstra S, Pantic M, Patras I (2010). A Dynamic Texture-Based Approach to Recognition of Facial Actions and Their Temporal Models. nameOfConference DOI: 10.1109/TPAMI.2010.50 QMRO: qmroHref Oikonomopoulos A, Patras I, Pantic M (2010). Discriminative space-time voting for joint recognition and localization of actions.. Proceedings of the 2nd international workshop on Social signal processing DOI: 10.1145/1878116.1878122 QMRO: qmroHref Passino G, Patras I, Izquierdo E (2010). Aspect coherence for graph-based semantic image labelling. nameOfConference DOI: 10.1049/iet-cvi.2008.0093 QMRO: qmroHref Patras I, Hancock ER (2010). Coupled Prediction Classification for Robust Visual Tracking. nameOfConference DOI: 10.1109/TPAMI.2009.175 QMRO: qmroHref Passino G, Patras I, Izquierdo E (2010). Pyramidal Model for Image Semantic Segmentation. ICPR 2010 DOI: 10.1109/ICPR.2010.384 QMRO: qmroHref Kotsia I, Patras I (2010). Multiplicative Update Rules for Multilinear Support Tensor Machines. 2010 20th International Conference on Pattern Recognition DOI: 10.1109/icpr.2010.17 QMRO: qmroHref Rudovic O, Patras I, Pantic M (2010). Regression-Based Multi-view Facial Expression Recognition. 2010 20th International Conference on Pattern Recognition DOI: 10.1109/icpr.2010.1001 QMRO: qmroHref Vrochidis S, Kompatsiaris I, Patras I (2010). Optimizing visual search with implicit user feedback in interactive video retrieval. Proceedings of the ACM International Conference on Image and Video Retrieval DOI: 10.1145/1816041.1816082 QMRO: qmroHref Kotsia I, Patras I (2010). Relative Margin Support Tensor Machines for gait and action recognition. Proceedings of the ACM International Conference on Image and Video Retrieval DOI: 10.1145/1816041.1816107 QMRO: qmroHref Ognjen R, Ioannis P, Maja P (2010). Facial Expression Invariant Head Pose Normalization using Gaussian Process Regression. 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops DOI: 10.1109/cvprw.2010.5543269 QMRO: qmroHref Koelstra S, Pantic M, Patras I (2010). A Dynamic Texture-Based Approach to Recognition of Facial Actions and Their Temporal Models. nameOfConference DOI: 10.1109/TPAMI.2010.50 QMRO: qmroHref Kumar.B.G V, Patras I (2010). A discriminative voting scheme for object detection using hough forests. nameOfConference DOI: doi QMRO: qmroHref Rudovic O, Patras I, Pantic M (2010). Coupled Gaussian Process Regression for Pose-Invariant Facial Expression Recognition. nameOfConference DOI: 10.1109/TPAMI.2012.233 QMRO: qmroHref Vrochidis S, Kompatsiaris I, Patras I (2010). Exploiting implicit user feedback in interactive video retrieval.. nameOfConference DOI: doi QMRO: qmroHref Guo W, Patras I (2010). Learning output-kernel-dependent regression for human pose estimation. nameOfConference DOI: doi QMRO: qmroHref Koelstra S, Yazdani A, Soleymani M et al. (2010). Single Trial Classification of EEG and Peripheral Physiological Signals for Recognition of Emotions Induced by Music Videos. nameOfConference DOI: 10.1007/978-3-642-15314-3_9 QMRO: qmroHref Oikonomopoulos A, Pantic M, Patras I (2009). Sparse B-spline polynomial descriptors for human activity recognition. nameOfConference DOI: 10.1016/j.imavis.2009.05.010 QMRO: qmroHref Guo W, Patras I (2009). Discriminative 3D Human Pose Estimation from Monocular Images via Topological Preserving Hierarchical Affinity Clustering. 2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops DOI: 10.1109/iccvw.2009.5457725 QMRO: qmroHref Koelstra S, Mühl C, Patras I (2009). EEG analysis for implicit tagging of video data. 2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops DOI: 10.1109/acii.2009.5349482 QMRO: qmroHref Passino G, Patras I, Izquierdo E (2009). Latent Semantics Local Distribution for CRF-based Image Semantic Segmentation. BMVC 2009 DOI: 10.5244/C.23.26 QMRO: qmroHref Passino G, Piatrik T, Patras I et al. (2009). A Multimedia Content Semantics Extraction Framework for Enhanced Social Interaction. EuroITV 2009 DOI: doi QMRO: qmroHref Oikonomopoulos A, Patras I, Pantic M (2009). An implicit spatiotemporal shape model for human activity localization and recognition. 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops DOI: 10.1109/cvprw.2009.5204262 QMRO: qmroHref Nikolopoulos S, Papadopoulos GT, Kompatsiaris I et al. (2009). An Evidence-Driven Probabilistic Inference Framework for Semantic Image Understanding. nameOfConference DOI: 10.1007/978-3-642-03070-3_40 QMRO: qmroHref Oikonomopoulos A, Patras I, Pantic M (2009). An Implicit Spatiotemporal Shape Model for Human Activity Localization and Recognition. nameOfConference DOI: doi QMRO: qmroHref Oikonomopoulos A, Patras I, Pantic M (2009). An implicit spatiotemporal shape model for human activity localization and recognition. nameOfConference DOI: 10.1109/CVPR.2009.5204262 QMRO: qmroHref Passino G, Patras I, Izquierdo E (2009). CONTEXT AWARENESS IN GRAPH-BASED IMAGE SEMANTIC SEGMENTATION VIA VISUAL WORD DISTRIBUTIONS. nameOfConference DOI: 10.1109/WIAMIS.2009.5031425 QMRO: qmroHref (2009). Face Acquisition. nameOfConference DOI: 10.1007/978-0-387-73003-5_2145 QMRO: qmroHref Patras I (2009). Face Pose Analysis. nameOfConference DOI: 10.1007/978-0-387-73003-5_191 QMRO: qmroHref Koelstra S, Patras I (2009). THE FAST-3D SPATIO-TEMPORAL INTEREST REGION DETECTOR. nameOfConference DOI: 10.1109/WIAMIS.2009.5031478 QMRO: qmroHref Oikonomopoulos A, Pantic M, Patras I (2008). Human Gesture Recognition using Sparse B-spline Polynomial Representations. nameOfConference DOI: doi QMRO: qmroHref Andreopoulos Y, Patras I (2008). Incremental refinement of image salient-point detection.. nameOfConference DOI: 10.1109/TIP.2008.2001051 QMRO: qmroHref Passino G, Patras I, Izquierdo E (2008). Aspect Coherence for Graph-Based Image Labelling. VIE 2008 DOI: 10.1049/cp:20080290 QMRO: qmroHref Oikonomopoulos A, Pantic M, Patras I (2008). B-spline Polynomial Descriptors for Human Activity Recognition. nameOfConference DOI: 10.1109/CVPRW.2008.4563175 QMRO: qmroHref Oikonomopoulos A, Pantic M, Patras I (2008). B-spline polynomial descriptors for human activity recognition.. nameOfConference DOI: 10.1109/CVPRW.2008.4563175 QMRO: qmroHref Patras I, Andreopoulos Y (2008). Incremental salient point detection. nameOfConference DOI: 10.1109/ICASSP.2008.4517865 QMRO: qmroHref Passino G, Patras I, Izquierdo E (2008). ON THE ROLE OF STRUCTURE IN PART-BASED OBJECT DETECTION. nameOfConference DOI: doi QMRO: qmroHref PATRAS I, Lagendijk RL, Hendriks EA (2007). Bayesian Confidence Measures for Block-based Motion Estimation. nameOfConference DOI: doi QMRO: qmroHref Patras I, Hendriks EA, Lagendijk RL (2007). Probabilistic confidence measures for block matching motion estimation. nameOfConference DOI: 10.1109/TCSVT.2007.903121 QMRO: qmroHref PATRAS I, Hancock ER (2007). Regression-ased Template Tracking in Presence of Occlusions. International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS), Santorini, Greece DOI: 10.1109/WIAMIS.2007.74 QMRO: qmroHref Pogalin E, Redert A, Patras I et al. (2007). Gaze tracking by using factorized likelihoods particle filtering and stereo vision. nameOfConference DOI: 10.1109/3DPVT.2006.66 QMRO: qmroHref PATRAS I, Paragios N, Oikonomopoulos A et al. (2007). Particle Filtering Tracking Scheme for Trajectory-based Recognition of Human Actions. nameOfConference DOI: doi QMRO: qmroHref Patras I, Hancock ER (2007). Regression tracking with data relevance determination. nameOfConference DOI: 10.1109/CVPR.2007.383239 QMRO: qmroHref Patras I, Hancock E (2007). Template tracking with observation relevance determination. nameOfConference DOI: 10.1109/ICIP.2007.4379001 QMRO: qmroHref Oikonomopoulos A, Patras I, Pantic M et al. (2007). Trajectory-based representation of human actions. nameOfConference DOI: 10.1007/978-3-540-72348-6_7 QMRO: qmroHref PATRAS I, Pantic M, Oikonomopoulos A (2006). Kernel-based Recognition of Human Actions Using Spatiotemporal Salient Points. Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, Workshop on Vision for HCI, New York, USA - June 2006 DOI: 10.1109/CVPRW.2006.114 QMRO: qmroHref Oikonomopoulos A, Patras I, Pantic M (2006). Spatiotemporal salient points for visual recognition of human actions.. nameOfConference DOI: 10.1109/tsmcb.2005.861864 QMRO: qmroHref Pantic M, Patras I (2006). Dynamics of facial expression: recognition of facial actions and their temporal segments from face profile image sequences.. nameOfConference DOI: 10.1109/tsmcb.2005.859075 QMRO: qmroHref Diplaros A, Gevers T, Patras I (2006). Combining color and shape information for illumination-viewpoint invariant object recognition.. nameOfConference DOI: 10.1109/tip.2005.860320 QMRO: qmroHref PATRAS I, Valstar MF, Pantic M (2005). Learning Spatiotemporal Models of Facial Expressions. International Conference on Measuring Behaviour, Wageningen - September 2005 DOI: doi QMRO: qmroHref PATRAS I, Pantic M, Valstar MF (2005). Facial Action Unit Detection Using Probabilistically Actively Learned Support Vector Machines on Tracked Facial Point Data. Proceedings of IEEE International Confernece on Computer Visision and Pattern Recognition, workshop on Vision for HCI, San Diego, USA - June 2005 DOI: 10.1109/CVPR.2005.457 QMRO: qmroHref Pantic M, Patras I (2005). Detecting facial actions and their temporal segments in nearly frontal-view face image sequences. nameOfConference DOI: doi QMRO: qmroHref Oikonomopoulos A, Patras I, Pantic M (2005). Spatiotemporal saliency for human action recognition. nameOfConference DOI: 10.1109/ICME.2005.1521452 QMRO: qmroHref Patras I, Pantic M (2005). Tracking deformable motion. nameOfConference DOI: 10.1109/icsmc.2005.1571287 QMRO: qmroHref Patras I, Worring M, van den Boomgaard R (2004). Dense motion estimation using regularization constraints on local parametric models.. nameOfConference DOI: 10.1109/tip.2004.836179 QMRO: qmroHref PATRAS I, Pantic M, Valstar M (2004). Multilevel Motion History for Facial Action Detection from Face Video. IEEE International Conference on Systems, Management and Cybernetics, Den Haag, The Netherlands - October 2005 DOI: doi QMRO: qmroHref Diplaros A, Gevers T, Patras I (2004). Combining color and shape information for content-based image retrieval on the Internet. nameOfConference DOI: 10.1117/12.525667 QMRO: qmroHref Valstar M, Patras I, Pantic M (2004). Facial action unit recognition using temporal templates. nameOfConference DOI: 10.1109/roman.2004.1374768 QMRO: qmroHref Valstar M, Pantic M, Patras I (2004). Motion History for Facial Action Detection in Video. 2004 IEEE International Conference on Systems, Man and Cybernetics (IEEE Cat. No.04CH37583) DOI: 10.1109/icsmc.2004.1398371 QMRO: qmroHref Winkelman F, Patras I (2004). Online globally consistent mosaicing using an efficient representation. nameOfConference DOI: 10.1109/icsmc.2004.1400818 QMRO: qmroHref Patras I, Pantic M (2004). Particle filtering with factorized likelihoods for tracking facial features. nameOfConference DOI: 10.1109/AFGR.2004.1301515 QMRO: qmroHref Pantic M, Patras I (2004). Temporal modeling of facial actions from face profile image sequences. nameOfConference DOI: 10.1109/icme.2004.1394122 QMRO: qmroHref PATRAS I, Gevers T, Diplaros A (2003). Color-Shape Context for Object Recognition. IEEE Workshop on Color and Photometric Methods in Computer Vision (in conjunction with ICCV 2003), Nice, France DOI: doi QMRO: qmroHref Patras I, Hendriks EA, Lagendijk RL (2003). Semi-automatic object-based video segmentation with labeling of color segments. nameOfConference DOI: 10.1016/S0923-5965(02)00092-9 QMRO: qmroHref PATRAS I, Raaijmakers S, Snoek C et al. (2002). TREC Feature Extraction by Active Learning. 11th Text Retrieval Confernece (TREC), Gaithersburg, MD - November 2002 DOI: doi QMRO: qmroHref Patras I, Hendriks EA, Lagendijk RL (2002). Confidence measures for block matching motion estimation. nameOfConference DOI: 10.1109/icip.2002.1039941 QMRO: qmroHref Pantic M, Patras I, Rothkrantz L (2002). Facial action recognition in face profile image sequences. nameOfConference DOI: 10.1109/ICME.2002.1035712 QMRO: qmroHref Patras I, Worring M (2002). Regularized patch motion estimation. nameOfConference DOI: 10.1109/ICPR.2002.10010 QMRO: qmroHref Patras I, Hendriks EA, Lagendijk RL (2001). Video segmentation by MAP labeling of watershed segments. nameOfConference DOI: 10.1109/34.910886 QMRO: qmroHref PATRAS I, List J, Geusebroek J-M et al. (2001). Lazy Users and Automatic Video Retrieval Tools in (the) Lowlands. Proceedings of the 10th Text Retrieval Conference (TREC), NIST 2001 DOI: doi QMRO: qmroHref PATRAS I, Hendriks EA, Broekhoven M et al. (2001). Robust Region Merging for Motion Based Sementation Using the Kolmogorov-Smirnov Test. nameOfConference DOI: doi QMRO: qmroHref Patras I, Hendriks EA, Lagendijk RL (1998). Iterative motion estimation - segmentation method using watershed segments. nameOfConference DOI: doi QMRO: qmroHref Patras IK, Hendriks EA, Tziritas GG (1997). Construction of multiple views using jointly estimated motion and disparity fields. Visual Communications and Image Processing '97 DOI: 10.1117/12.263250 QMRO: qmroHref