Dr Pengwei Hao

Teaching

Image Processing (Postgraduate/Undergraduate)

This course gives students an introduction to image processing. Areas covered include image representation, and image transforms, image enhancement using point and spatial operations, image filtering, image restoration, image compression and image segmentation.

Research

Research Interests:

Publications

• Hao P, Zhang C, Hao H (2022). Zero-sum triangles for involutory, idempotent, nilpotent and unipotent matrices. nameOfConference

  
  

  DOI: 10.1016/j.rinam.2022.100238

  
  

  QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/78481
• Guo B, Hao P (2021). 3S-Net: Arbitrary Semantic-Aware Style Transfer With Controllable ROI Choice. 2021 IEEE International Conference on Image Processing (ICIP)

  
  

  DOI: 10.1109/icip42928.2021.9506336

  
  

  QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/78391
• Guo B, Hao P (2021). Interactive Style Space of Deep Features and Style Innovation. 2020 25th International Conference on Pattern Recognition (ICPR)

  
  

  DOI: 10.1109/icpr48806.2021.9413328

  
  

  QMRO: qmroHref
• Guo B, Hao P (2020). Analysis of Artistic Styles in oil Painting using Deep-Learning Features. 2020 IEEE International Conference on Multimedia & Expo Workshops (ICMEW)

  
  

  DOI: 10.1109/icmew46912.2020.9105990

  
  

  QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/71022
• Huang S, Izquierdo E, Hao P (2017). Adaptive packet scheduling for scalable video streaming with network coding. nameOfConference

  
  

  DOI: 10.1016/j.jvcir.2016.11.014

  
  

  QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/17985
• Huang S, Izquierdo E, Hao P (2016). Multi-Generation Packet Scheduling for Live Streaming with Network Coding. 2016 Visual Communications and Image Processing (VCIP)

  
  

  DOI: 10.1109/vcip.2016.7805438

  
  

  QMRO: qmroHref
• Zhang C, Li Y, Wang J et al. (2016). Universal Demosaicking of Color Filter Arrays. nameOfConference

  
  

  DOI: 10.1109/TIP.2016.2601266

  
  

  QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/15902
• Huang S, Izquierdo E, Hao P (2016). Adaptive packet scheduling for scalable video streaming with network coding. Communications (ICC), 2016 IEEE International Conference on

  
  

  DOI: 10.1109/ICC.2016.7510688

  
  

  QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/61752
• Huang S, Izquierdo E, Hao P (2016). Bandwidth-Efficient Packet Scheduling for Live Streaming With Network Coding. nameOfConference

  
  

  DOI: 10.1109/TMM.2016.2530411

  
  

  QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/13054
• Huang S, Izquierdo E, Hao P (2015). Distributed Bandwidth-efficient Packet Scheduling for Live Streaming with Network Coding. Proceedings of the 23rd ACM international conference on Multimedia

  
  

  DOI: 10.1145/2733373.2806395

  
  

  QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/13052
• Huang S, Izquierdo E, Hao P (2015). Optimized Packet Scheduling for Live Streaming on Peer-to-Peer Network with Network Coding. 2015 IEEE International Conference on Communication Workshop (ICCW)

  
  

  DOI: 10.1109/iccw.2015.7247394

  
  

  QMRO: qmroHref
• Zhang C, Hao P (2015). Generalised sampling theory with rational sampling factors. nameOfConference

  
  

  DOI: 10.1049/iet-spr.2014.0042

  
  

  QMRO: qmroHref
• Huang S, Sanna M, Izquierdo E et al. (2014). Optimized Scalable Video Transmission Over P2P Network with Hierarchical Network Coding. 2014 IEEE International Conference on Image Processing (ICIP)

  
  

  DOI: 10.1109/icip.2014.7025811

  
  

  QMRO: qmroHref
• Huang S, Sanna M, Izquierdo E et al. (2014). Optimized scalable video transmission over P2P network with hierarchical network coding. nameOfConference

  
  

  DOI: 10.1109/ICIP.2014.7025811

  
  

  QMRO: qmroHref
• Yang L, Hao P, Wu D (2014). Approximating vector quantisation by transformation and scalar quantisation. nameOfConference

  
  

  DOI: 10.1049/iet-com.2012.0684

  
  

  QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/7570
• Yu J, Yang M-S, HAO P (2013). Clustering construction on a multimodal probability model. nameOfConference

  
  

  DOI: 10.1016/j.ins.2013.03.007

  
  

  QMRO: qmroHref
• Tu J, Zhang C, Hao P (2013). Robust Real-Time Attention-Based Head-Shoulder Detection for Video Surveillance. 2013 IEEE International Conference on Image Processing

  
  

  DOI: 10.1109/icip.2013.6738688

  
  

  QMRO: qmroHref
• Liu Y, Hao P, Izquierdo E (2012). Stage-Based 3D Scene Reconstruction from Single Image. ICPR 2012

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Liu Y, Hao P, Izquierdo E (2012). Scene Geometric Recognition from Monocular Image. 3DTV-CON 2012

  
  

  DOI: 10.1109/3DTV.2012.6365465

  
  

  QMRO: qmroHref
• Song B, Hao P (2012). Sparse Representation for Video Super-Resolution. 2012 International Conference on Systems and Informatics (ICSAI2012)

  
  

  DOI: 10.1109/icsai.2012.6223456

  
  

  QMRO: qmroHref
• Feng J, Zhang C, Hao P (2012). ONLINE ANOMALY DETECTION IN VIDEOS BY CLUSTERING DYNAMIC EXEMPLARS. nameOfConference

  
  

  DOI: 10.1109/ICIP.2012.6467555

  
  

  QMRO: qmroHref
• Zheng R, Zhang C, He S et al. (2011). A novel composite framework for large-scale fingerprint database indexing and f ast retrieval. 2011 International Conference on Hand-Based Biometrics

  
  

  DOI: 10.1109/ichb.2011.6094349

  
  

  QMRO: qmroHref
• Hao PW, Li Y, Lin ZC et al. (2011). A Geometric Method for Optimal Design of Color Filter Arrays. nameOfConference

  
  

  DOI: 10.1109/TIP.2010.2077642

  
  

  QMRO: qmroHref
• Gao F, Yang SF, Hao PW et al. (2011). Suspension Stability and Fractal Patterns: A Comparison using Hydroxyapatite. nameOfConference

  
  

  DOI: 10.1111/j.1551-2916.2010.04149.x

  
  

  QMRO: qmroHref
• Yu J, Yang M-S, Hao P (2011). A Novel Multimodal Probability Model for Cluster Analysis. nameOfConference

  
  

  DOI: 10.3233/FI-2011-555

  
  

  QMRO: qmroHref
• Wang J, Zhang C, Hao P (2011). NEW COLOR FILTER ARRAYS OF HIGH LIGHT SENSITIVITY AND HIGH DEMOSAICKING PERFORMANCE. nameOfConference

  
  

  DOI: 10.1109/ICIP.2011.6116336

  
  

  QMRO: qmroHref
• Yang L, Hao PW, Wu DP (2011). Stabilization and optimization of PLUS factorization and its application in image coding. nameOfConference

  
  

  DOI: 10.1016/j.jvcir.2010.09.006

  
  

  QMRO: qmroHref
• Li Y, Hao PW, Lin ZC (2011). The Frequency Structure Matrix: A Representation of Color Filter Arrays. nameOfConference

  
  

  DOI: 10.1002/ima.20252

  
  

  QMRO: qmroHref
• Feng J, Zhang C, Hao P (2010). Online Learning with Self-Organizing Maps for Anomaly Detection in Crowd Scenes. 2010 20th International Conference on Pattern Recognition

  
  

  DOI: 10.1109/icpr.2010.878

  
  

  QMRO: qmroHref
• Wang C, Zhang C, Hao PW (2010). A BLIND VIDEO WATERMARK DETECTION METHOD BASED ON 3D-DWT TRANSFORM. nameOfConference

  
  

  DOI: 10.1109/ICIP.2010.5652584

  
  

  QMRO: qmroHref
• He SH, Zhang CO, Hao PW (2010). Clustering-Based Descriptors for Fingerprint Indexing and Fast Retrieval. nameOfConference

  
  

  DOI: 10.1007/978-3-642-12307-8_33

  
  

  QMRO: qmroHref
• Wang DJ, Zhang C, Hao PW (2010). Heavy-Tailed Model for Visual Tracking via Robust Subspace Learning. nameOfConference

  
  

  DOI: 10.1007/978-3-642-12304-7_17

  
  

  QMRO: qmroHref
• Geng YL, Lin T, Lin ZC et al. (2010). Refined Exponential Filter with Applications to Image Restoration and Interpolation. nameOfConference

  
  

  DOI: 10.1007/978-3-642-12297-2_4

  
  

  QMRO: qmroHref
• Li J, Hao PW (2009). Finding representative landmarks of data on manifolds. nameOfConference

  
  

  DOI: 10.1016/j.patcog.2009.01.032

  
  

  QMRO: qmroHref
• Yang L, Hao PW (2009). Infinity-Norm Rotation Transforms. nameOfConference

  
  

  DOI: 10.1109/TSP.2009.2018631

  
  

  QMRO: qmroHref
• Geng YL, Shan CF, HAO P (2009). Square Loss based regularized LDA for face recognition using image sets. Computer Vision and Pattern Recognition Workshops, 2009. CVPR Workshops 2009. IEEE Computer Society Conference on

  
  

  DOI: 10.1109/CVPRW.2009.5204307

  
  

  QMRO: qmroHref
• Zou LF, Cherukara G, Hao PW et al. (2009). Geometrics of tooth wear. nameOfConference

  
  

  DOI: 10.1016/j.wear.2008.04.062

  
  

  QMRO: qmroHref
• Zou L, Cherukara G, HAO P et al. (2009). Geometrics of Tooth Wear. nameOfConference

  
  

  DOI: 10.1016/j.wear.2008.04.062

  
  

  QMRO: qmroHref
• Hao PW (2009). Reversible Resampling of Integer Signals. nameOfConference

  
  

  DOI: 10.1109/TSP.2008.2008243

  
  

  QMRO: qmroHref
• Yu J, Yang M-S, Hao P (2009). A Novel Multimodal Probability Model for Cluster Analysis. nameOfConference

  
  

  DOI: 10.1007/978-3-642-02962-2_50

  
  

  QMRO: qmroHref
• He SH, Zhang C, Hao PW (2009). COMPARATIVE STUDY OF FEATURES FOR FINGERPRINT INDEXING. nameOfConference

  
  

  DOI: 10.1109/ICIP.2009.5414141

  
  

  QMRO: qmroHref
• Geng YL, Shan CF, Hao PW (2009). Square Loss based Regularized LDA for Face Recognition Using Image Sets. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Geng Y, Shan C, Hao P (2009). Square loss based regularized LDA for face recognition using image sets. nameOfConference

  
  

  DOI: 10.1109/CVPR.2009.5204307

  
  

  QMRO: qmroHref
• Shuai X, Zhang C, HAO P (2008). Fingerprint indexing based on composite set of reduced SIFT features. 19th International Conference on Pattern Recognition, 2008. ICPR 2008.

  
  

  DOI: 10.1109/ICPR.2008.4761873

  
  

  QMRO: qmroHref
• Li J, Hao PW, Zhang C et al. (2008). HALLUCINATING FACES FROM THERMAL INFRARED IMAGES. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Li J, Hao P (2008). Reliable Representation of Data on Manifolds. Procedings of the British Machine Vision Conference 2008

  
  

  DOI: 10.5244/c.22.113

  
  

  QMRO: qmroHref
• Li J, Hao P, Zhang C (2008). Transferring Colours to Grayscale Images by Locally Linear Embedding. Procedings of the British Machine Vision Conference 2008

  
  

  DOI: 10.5244/c.22.83

  
  

  QMRO: qmroHref
• Yu J, Hao P (2007). The worse clustering performance analysis. nameOfConference

  
  

  DOI: 10.1109/GRC.2007.4403138

  
  

  QMRO: qmroHref
• Shuai X, Zhang C, HAO P (2007). The Optimal ROS-Based Symmetric Phase-Only Filter for Fingerprint Verification. IEEE International Conference on Image Processing, 2007. ICIP 2007.

  
  

  DOI: 10.1109/ICIP.2007.4379172

  
  

  QMRO: qmroHref
• Yu J, HAO P (2007). The Worse Clustering Performance Analysis. IEEE International Conference on Granular Computing, 2007. GRC 2007.

  
  

  DOI: 10.1109/grc.2007.74

  
  

  QMRO: qmroHref
• Yu J, Hao P (2007). A novel insight into learning theory: The gap between teaching and learning. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Li Y, Yu J, Hao PW et al. (2007). Clustering ensembles based on normalized edges. nameOfConference

  
  

  DOI: 10.1007/978-3-540-71701-0_71

  
  

  QMRO: qmroHref
• Dou MS, Zhang C, Hao PW et al. (2007). Converting thermal infrared face images into normal gray-level images. nameOfConference

  
  

  DOI: 10.1007/978-3-540-76390-1_71

  
  

  QMRO: qmroHref
• Li J, Hao PW (2007). Hierarchical structuring of data on manifolds. nameOfConference

  
  

  DOI: 10.1109/CVPR.2007.382981

  
  

  QMRO: qmroHref
• Yang L, Hao P (2007). Infinity-Norm Rotation for Reversible Data Hiding. 2007 IEEE International Conference on Image Processing

  
  

  DOI: 10.1109/icip.2007.4379292

  
  

  QMRO: qmroHref
• Yang L, Hao PW (2007). Infinity-norm rotation for reversible data hiding. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Yang L, Hao P, Zhang C (2007). Progressive reversible data hiding by symmetrical histogram expansion with piecewise-linear haar transform. nameOfConference

  
  

  DOI: 10.1109/ICASSP.2007.366223

  
  

  QMRO: qmroHref
• Shuai X, Zhang C, Hao PW (2007). The optimal ROS-based symmetric phase-only filter for fingerprint verification. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• She YY, Hao PW, Paker Y (2006). Matrix factorizations for parallel integer transformation. nameOfConference

  
  

  DOI: 10.1109/TSP.2006.881227

  
  

  QMRO: qmroHref
• Lin T, Hao P, Xu SF (2006). Matrix factorizations for reversible integer implementation of orthonormal M-band wavelet transforms. nameOfConference

  
  

  DOI: 10.1016/j.sigpro.2005.10.015

  
  

  QMRO: qmroHref
• Li J, Hao P-W (2006). Smooth interpolation on homogeneous matrix groups for computer animation. nameOfConference

  
  

  DOI: 10.1631/jzus.2006.a1168

  
  

  QMRO: qmroHref
• Lin T, Xu SF, Shi QY et al. (2006). An algebraic construction of orthonormal M-band wavelets with perfect reconstruction. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Liu T, Zhang C, Hao PW (2006). Fingerprint indexing based on LAS registration. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Liu T, Zhang C, Hao PW (2006). Fingerprint reference point detection based on local axial symmetry. nameOfConference

  
  

  DOI: 10.1109/ICPR.2006.574

  
  

  QMRO: qmroHref
• Lv JY, Hao PW (2006). In-focus imaging by mosaicking and super-resolution. nameOfConference

  
  

  DOI: 10.1109/ICIP.2006.313064

  
  

  QMRO: qmroHref
• Yuan WJ, Hao PW, Xu C (2006). Matrix factorization for fast DCT algorithms. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Lin T, Hao PW (2005). Compound image compression for real-time computer screen image transmission. nameOfConference

  
  

  DOI: 10.1109/TIP.2005.849776

  
  

  QMRO: qmroHref
• Yu J, Hao PW (2005). Comments on "The multisynapse neural network and its application to fuzzy clustering". nameOfConference

  
  

  DOI: 10.1109/TNN.2005.844852

  
  

  QMRO: qmroHref
• She YY, Hao PW (2005). On the necessity and sufficiency of PLUS factorizations. nameOfConference

  
  

  DOI: 10.1016/j.laa.2004.11.024

  
  

  QMRO: qmroHref
• Lin T, Hao P, Lee SU (2005). Efficient Coding of Computer Generated Compound Images. IEEE International Conference on Image Processing 2005

  
  

  DOI: 10.1109/icip.2005.1529812

  
  

  QMRO: qmroHref
• Lin T, Hao PW, Lee SU (2005). Efficient coding of computer generated compound images. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Lin T, Hao PW, Xu SF (2005). Factoring M-band wavelet transforms into reversible integer mappings and lifting steps. nameOfConference

  
  

  DOI: 10.1109/ICASSP.2005.1416087

  
  

  QMRO: qmroHref
• Liu T, Zhu GC, Zhang C et al. (2005). Fingerprint indexing based on singular point correlation. nameOfConference

  
  

  DOI: 10.1109/ICIP.2005.1530386

  
  

  QMRO: qmroHref
• Liu T, Hao PW, Zhang C (2005). Fingerprint singular points detection and direction estimation with a "T" shape model. nameOfConference

  
  

  DOI: 10.1007/11527923_21

  
  

  QMRO: qmroHref
• Chen Y, Hao PW, Zhang C (2005). Shear-resize factorizations for fast image registration. nameOfConference

  
  

  DOI: 10.1109/ICIP.2005.1530593

  
  

  QMRO: qmroHref
• Chen Y, Hao P (2004). Optimal transform in perceptually uniform color space and its application in image retrieval. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• She YY, Hao PW (2004). Block TERM factorization of block matrices. nameOfConference

  
  

  DOI: 10.1360/02yf0499

  
  

  QMRO: qmroHref
• Hao PW (2004). Customizable triangular factorizations of matrices. nameOfConference

  
  

  DOI: 10.1016/j.laa.2003.12.023

  
  

  QMRO: qmroHref
• HAO P, She Y (2004). Block TERM Factorization of Uniform Block Matrices. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Hao PW, Zhang C, Dang AR (2004). Co-histogram and image degradation evaluation. nameOfConference

  
  

  DOI: 10.1007/978-3-540-30125-7_25

  
  

  QMRO: qmroHref
• Hao PW, Chen Y (2004). Co-histogram and its application in video analysis. nameOfConference

  
  

  DOI: 10.1109/icme.2004.1394541

  
  

  QMRO: qmroHref
• Lin T, Hao PW, Xu C et al. (2004). Hybrid image coding for real-time computer screen video transmission. nameOfConference

  
  

  DOI: 10.1117/12.526055

  
  

  QMRO: qmroHref
• Chen Y, Hao P (2004). Integer Reversible Transformation to Make JPEG Lossless. Proceedings 7th International Conference on Signal Processing, 2004. Proceedings. ICSP '04. 2004.

  
  

  DOI: 10.1109/icosp.2004.1452793

  
  

  QMRO: qmroHref
• Chen Y, Hao PW (2004). Integer reversible transformation to make JPEG lossless. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• She Y, Hao P, Paker Y (2004). Matrix Factorizations for Parallel Integer Transforms **This work was supported by the foundation for the authors of National Excellent Doctoral Dissertation of China, under Grant 200038.. 7th International Symposium on Parallel Architectures, Algorithms and Networks, 2004. Proceedings.

  
  

  DOI: 10.1109/ispan.2004.1300489

  
  

  QMRO: qmroHref
• She YY, Hao PW, Paker Y (2004). Matrix factorizations for parallel integer transforms. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Yu J, Hao PW (2004). On soft learning vector quantization based on reformulation. nameOfConference

  
  

  DOI: 10.1007/978-3-540-28647-9_29

  
  

  QMRO: qmroHref
• Chen Y, Hao PW, Dang AR (2004). Optimal transform in perceptually uniform color space and its application in image coding. nameOfConference

  
  

  DOI: 10.1007/978-3-540-30125-7_34

  
  

  QMRO: qmroHref
• Chen Y, Hao PW (2004). Optimal transform in perceptually uniform color space and its application in image retrieval. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Chen Y, Hao PW, Yu J (2004). Shear-resize factorizations for fast multi-modal volume registration. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• HAO P, Shi QY, Lin T (2003). An algebraic approach to M-Band wavelets construction. Int Conf Signal and Image Processing (SIP)

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Hao PW, Shi QY, Chen Y (2003). Co-histogram and its application in remote sensing image compression evaluation. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Hao PW, Shi QY (2003). Reversible integer KLT for progressive-to-lossless compression of multiple component images. nameOfConference

  
  

  DOI: 10.1109/icip.2003.1247041

  
  

  QMRO: qmroHref
• HAO P, Shi Q, Wei C (2002). Fast Searching Method for SERM Factorizations of Linear Transforms. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• HAO P, Wei C, Shi Q (2002). Image Coding Based on Reversible Integer-Mapping DCT. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Wei C, Hao P, Shi Q (2001). Integer DCT-based image coding. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Hao PW, Shi QY (2001). Matrix factorizations for reversible integer mapping. nameOfConference

  
  

  DOI: 10.1109/78.950787

  
  

  QMRO: qmroHref
• Hao PW, Shi QY (2000). Comparative studs of color transforms for image coding and derivation of integer reversible color transform. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Hao P, Xu G, Zhu C (1999). Spectral methods for spatial resolution improvement of digital images. nameOfConference

  
  

  DOI: 10.1007/bf02916745

  
  

  QMRO: qmroHref
• Hao P, Zhu C (1999). Iterative method of interpolation and simulated sampling for spatial resolution improvement of digital images. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Hao P (1998). General iterative method for spatial resolution improvement of digital images in spatial domain. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Xu G, Tian G, Wang C et al. (1996). Remote sensing information science: Progress and prospect. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref