Senior Researcher • NICTA Canberra Research Laboratory
This list is automatically generated from this BibTeX file. Here is my DBLP entry, and Google Scholar entry. I am intending to make more of my preprints available on arXiv in future.

57 Refereed Publications

publications     by  yeartype

Journal • 15

  1. Efficiently learning a detection cascade with sparse eigenvectors.
    Chunhua Shen, Sakrapee Paisitkriangkrai, Jian Zhang
    IEEE Transactions on Image Processing (2011). arXiv link bibtex
  2. Incremental training of a detector using online sparse eigen-decomposition.
    Sakrapee Paisitkriangkrai, Chunhua Shen, Jian Zhang
    IEEE Transactions on Image Processing (2011) Accepted: 2 June 2010; submitted: 30 June 2009. arXiv link bibtex
  3. Scalable large-margin Mahalanobis distance metric learning.
    Chunhua Shen, Junae Kim, Lei Wang
    IEEE Transactions on Neural Networks 21 (2010) pages 1524–1530 Published online 12 August 2010. arXiv link bibtex
  4. Feature selection with redundancy-constrained class separability.
    Luping Zhou, Lei Wang, Chunhua Shen
    IEEE Transactions on Neural Networks 21 (2010) pages 853–858. link bibtex
  5. Boosting through optimization of margin distributions.
    Chunhua Shen, Hanxi Li
    IEEE Transactions on Neural Networks 21 (2010) pages 659–666. arXiv link bibtex
  6. On the dual formulation of boosting algorithms.
    Chunhua Shen, Hanxi Li
    IEEE Transactions on Pattern Analysis and Machine Intelligence (2010) Accepted: 12 December 2009; first version submitted on 25 September 2008. arXiv link bibtex
  7. Generalized kernel-based visual tracking.
    Chunhua Shen, Junae Kim, Hanzi Wang
    IEEE Transactions on Circuits and Systems for Video Technology 20 (2010) pages 119–130 Code is available here. arXiv link bibtex
  8. Interactive color image segmentation with linear programming.
    Hongdong Li, Chunhua Shen
    Machine Vision and Applications 21 (2010) pages 403–412 Accepted: 15 September 2008, Published online: 24 October 2008. link bibtex
  9. Performance evaluation of local features in human classification and detection.
    Sakrapee Paisitkriangkrai, Chunhua Shen, Jian Zhang
    IET Computer Vision 2 (2008) pages 236–246 Invited submission, special issue of DICTA2007. link bibtex
  10. Fast pedestrian detection using a cascade of boosted covariance features.
    Sakrapee Paisitkriangkrai, Chunhua Shen, Jian Zhang
    IEEE Transactions on Circuits and Systems for Video Technology 18 (2008) pages 1140–1151. link bibtex
  11. Supervised dimensionality reduction via sequential semidefinite programming.
    Chunhua Shen, Hongdong Li, Michael J. Brooks
    Pattern Recognition 41 (2008) pages 3644–3652. link bibtex
  12. Adaptive object tracking based on an effective appearance filter.
    Hanzi Wang, David Suter, Konrad Schindler, Chunhua Shen
    IEEE Transactions on Pattern Analysis and Machine Intelligence 29 (2007) pages 1661–1667 Featured article of September issue 2007. link bibtex
  13. Fast global kernel density mode seeking: applications to localization and tracking.
    Chunhua Shen, Michael J. Brooks, Anton van den Hengel
    IEEE Transactions on Image Processing 16 (2007) pages 1457–1469. link bibtex
  14. Active control of radiation from a piston set in a rigid sphere.
    Zhibin Lin, Jing Lu, Chunhua Shen, Xiaojun Qiu, Boling Xu
    Journal of the Acoustical Society of America 115 (2004) pages 2954–2963. link bibtex
  15. Lattice form adaptive infinite impulse response filtering algorithm for active noise control.
    Jing Lu, Chunhua Shen, Xiaojun Qiu, Boling Xu
    Journal of the Acoustical Society of America 113 (2003) pages 327–335. link bibtex

Conference • 42

  1. LACBoost and FisherBoost: Optimally building cascade classifiers.
    Chunhua Shen, Peng Wang, Hanxi Li
    In: Proc. European Conference on Computer Vision (ECCV'10). volume 2., Crete Island, Greece, Lecture Notes in Computer Science (LNCS) 6312, Springer-Verlag (2010) pages 608–621 Acceptance rate: 27%. arXiv link bibtex
  2. Rapid face recognition using hashing.
    Qinfeng Shi, Hanxi Li, Chunhua Shen
    In: Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR'10), San Francisco, CA, IEEE Computer Society (2010) Acceptance rate: 27%. link bibtex
  3. Positive semidefinite metric learning with boosting.
    Chunhua Shen, Junae Kim, Lei Wang, Anton van den Hengel
    In Y. Bengio, D. Schuurmans, J. Lafferty, C. Williams, A. Culotta, eds.: Proc. Advances in Neural Information Processing Systems (NIPS'09), Vancouver, B.C., Canada, MIT Press (2009) pages 1651–1659 Acceptance rate: 23.8%. Code is available here. arXiv bibtex
  4. Efficiently training a better visual detector with sparse Eigenvectors.
    Sakrapee Paisitkriangkrai, Chunhua Shen, Jian Zhang
    In: Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR'09), Miami, Florida, IEEE Computer Society (2009) pages 1129–1136 Acceptance rate: 26.2%. link bibtex
  5. PSDBoost: Matrix-generation linear programming for positive semidefinite matrices learning.
    Chunhua Shen, Alan Welsh, Lei Wang
    In D. Koller, D. Schuurmans, Y. Bengio, L. Bottou, eds.: Proc. Advances in Neural Information Processing Systems (NIPS'08), Vancouver, B.C., Canada, MIT Press (2008) pages 1473–1480 Acceptance rate: 24%. link bibtex
  6. A fast algorithm for creating a compact and discriminative visual codebook.
    Lei Wang, Luping Zhou, Chunhua Shen
    In: Proc. European Conference on Computer Vision (ECCV'08). volume 4., Marseille, France, Lecture Notes in Computer Science (LNCS) 5305, Springer-Verlag (2008) pages 719–732. link bibtex
  7. Kernel-based tracking from a probabilistic viewpoint.
    Quang Nguyen, Antonio Robles-Kelly, Chunhua Shen
    In: Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR'07), Minneapolis, US, IEEE Computer Society (2007). link bibtex
  8. Fast global kernel density mode seeking with application to localisation and tracking.
    Chunhua Shen, Michael J. Brooks, Anton van den Hengel
    In: Proc. IEEE International Conference on Computer Vision (ICCV'05). volume 2., Beijing, China, IEEE Computer Society (2005) pages 1516–1523 Oral presentation, 45 out of 1200 submissions. link bibtex
  9. Hippocampal shape classification using redundancy constrained feature selection.
    Luping Zhou, Lei Wang, Chunhua Shen, Nick Barnes
    In: Proc. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI'10), Beijing, China (2010) bibtex
  10. Asymmetric totally-corrective boosting for real-time object detection.
    Peng Wang, Chunhua Shen, Nick Barnes, Hong Zheng, Zhang Ren
    In: Proc. Asian Conference on Computer Vision (ACCV'10), New Zealand, Lecture Notes in Computer Science (LNCS), Springer-Verlag (2010) Oral presentation. bibtex
  11. Pyramid center-symmetric local binary/trinary patterns for effective pedestrian detection.
    Yongbin Zheng, Chunhua Shen, Richard Hartley, Xinsheng Huang
    In: Proc. Asian Conference on Computer Vision (ACCV'10), New Zealand, Lecture Notes in Computer Science (LNCS), Springer-Verlag (2010) bibtex
  12. Totally-corrective multi-class boosting.
    Zhihui Hao, Chunhua Shen, Nick Barnes, Bo Wang
    In: Proc. Asian Conference on Computer Vision (ACCV'10), New Zealand, Lecture Notes in Computer Science (LNCS), Springer-Verlag (2010) bibtex
  13. Face detection with effective feature extraction.
    Sakrapee Paisitkriangkrai, Chunhua Shen, Jian Zhang
    In: Proc. Asian Conference on Computer Vision (ACCV'10), New Zealand, Lecture Notes in Computer Science (LNCS), Springer-Verlag (2010) bibtex
  14. Robust face recognition via accurate face alignment and sparse representation.
    Hanxi Li, Peng Wang, Chunhua Shen
    In: Proc. International Conference on on Digital Image Computing: Techniques and Applications (DICTA'10), Sydney, Australia, IEEE Press (2010) bibtex
  15. Improved human detection and classification in thermal images.
    Weihong Wang, Jian Zhang, Chunhua Shen
    In: Proc. IEEE International Conference on Image Processing (ICIP'10), Hong Kong, IEEE Press (2010) bibtex
  16. Pedestrian detection using center-symmetric local binary patterns.
    Yongbin Zheng, Chunhua Shen, Xinsheng Huang
    In: Proc. IEEE International Conference on Image Processing (ICIP'10), Hong Kong, IEEE Press (2010) bibtex
  17. Robust real-time visual tracking with compressed sensing.
    Hanxi Li, Chunhua Shen
    In: Proc. IEEE International Conference on Image Processing (ICIP'10), Hong Kong, IEEE Press (2010) bibtex
  18. Training a multi-exit cascade with linear asymmetric classification for efficient object detection.
    Peng Wang, Chunhua Shen, Hong Zheng, Zhang Ren
    In: Proc. IEEE International Conference on Image Processing (ICIP'10), Hong Kong, IEEE Press (2010) bibtex
  19. Smooth approximation of l_infinity-norm for multi-view geometry.
    Yuchao Dai, Hongdong Li, Mingyi He, Chunhua Shen
    In: Proc. International Conference on Digital Image Computing - Techniques and Applications (DICTA'09), Melbourne, Australia, IEEE Press (2009) bibtex
  20. A two-layer night-time vehicle detector.
    Weihong Wang, Chunhua Shen, Jian Zhang, Sakrapee Paisitkriangkrai
    In: Proc. International Conference on Digital Image Computing - Techniques and Applications (DICTA'09), Melbourne, Australia, IEEE Press (2009) bibtex
  21. A variant of the trace quotient formulation for dimensionality reduction.
    Peng Wang, Chunhua Shen, Hong Zheng, Zhang Ren
    In: Proc. 9th Asian Conference on Computer Vision (ACCV'09), Xi'an, China, Springer-Verlag (2009) bibtex
  22. A scalable algorithm for learning a Mahalanobis distance metric.
    Junae Kim, Chunhua Shen, Lei Wang
    In: Proc. 9th Asian Conference on Computer Vision (ACCV'09), Xi'an, China, Springer-Verlag (2009) bibtex
  23. Multi-view human motion capture with an improved deformation skin model.
    Yifan Lu, Lei Wang, Richard Hartley, Hongdong Li, Chunhua Shen
    In: Proc. International Conference on Digital Image Computing - Techniques and Applications (DICTA'08), Canberra, Australia, IEEE Computer Society (2008) pages 420–427 bibtex
  24. Learning cascaded reduced-set SVMs using linear programming.
    Junae Kim, Chunhua Shen, Lei Wang
    In: Proc. International Conference on Digital Image Computing - Techniques and Applications (DICTA'08), Canberra, Australia, IEEE Press (2008) pages 619–626 bibtex
  25. Boosting the minimum margin: LPBoost vs. AdaBoost.
    Hanxi Li, Chunhua Shen
    In: Proc. International Conference on Digital Image Computing - Techniques and Applications (DICTA'08), Canberra, Australia, IEEE Press (2008) pages 533–539 bibtex
  26. Self-calibrating cameras using semidefinite programming.
    Chunhua Shen, Hongdong Li, Michael J. Brooks
    In: Proc. International Conference on Digital Image Computing - Techniques and Applications (DICTA'08), Canberra, Australia, IEEE Press (2008) pages 436–441. link bibtex
  27. Real-time pedestrian detection using a boosted multi-layer classifier.
    Sakrapee Paisitkriangkrai, Chunhua Shen, Jian Zhang
    In: Proc. 8th IEEE International Workshop on Visual Surveillance, in conjunction with European Conference on Computer Vision (ECCV'08), Marseille, France (2008) bibtex
  28. Face detection from few training examples.
    Chunhua Shen, Sakrapee Paisitkriangkrai, Jian Zhang
    In: Proc. IEEE International Conference on Image Processing (ICIP'08), San Diego, California, USA, IEEE Press (2008) pages 2764–2767. link bibtex
  29. Color image labelling using linear programming.
    Hongdong Li, Chunhua Shen, Zhiying Wen
    In: Proc. International Conference on Digital Image Computing - Techniques and Applications (DICTA'07), Adelaide, Australia, IEEE Press (2007) pages 239–244. link bibtex
  30. An experimental evaluation of local features for pedestrian classification.
    Sakrapee Paisitkriangkrai, Chunhua Shen, Jian Zhang
    In: Proc. International Conference on Digital Image Computing - Techniques and Applications (DICTA'07), Adelaide, Australia, IEEE Press (2007) pages 53–60 Best Paper Award. link bibtex
  31. Feature extraction using sequential semidefinite programming.
    Chunhua Shen, Hongdong Li, Michael J. Brooks
    In: Proc. International Conference on Digital Image Computing - Techniques and Applications (DICTA'07), Adelaide, Australia, IEEE Press (2007) pages 430–437. link bibtex
  32. A convex programming approach to the trace quotient problem.
    Chunhua Shen, Hongdong Li, Michael J. Brooks
    In: Proc. 8th Asian Conference on Computer Vision (ACCV'07). volume 2., Tokyo, Japan, Lecture Notes in Computer Science (LNCS) 4844, Springer-Verlag (2007) pages 227–235. link bibtex
  33. Object-respecting colour image segmentation: An LP approach.
    Hongdong Li, Chunhua Shen
    In: Proc. IEEE International Conference on Image Processing (ICIP'07). volume 2., San Antonio, Texas, IEEE Press (2007) pages 257–260. link bibtex
  34. Classification-based likelihood functions for Bayesian tracking.
    Chunhua Shen, Hongdong Li, Michael J. Brooks
    In: Proc. IEEE International Conference on Advanced Video and Signal based Surveillance (AVSS'06), Sydney, Australia, IEEE Computer Society (2006). link bibtex
  35. An LMI approach for reliable PTZ camera self-calibration.
    Hongdong Li, Chunhua Shen
    In: Proc. IEEE International Conference on Advanced Video and Signal based Surveillance (AVSS'06), Sydney, Australia, IEEE Computer Society (2006). link bibtex
  36. Enhanced kernel-based tracking for monochromatic and thermographic video.
    Quang Nguyen, Antonio Robles-Kelly, Chunhua Shen
    In: Proc. IEEE International Conference on Advanced Video and Signal based Surveillance (AVSS'06), Sydney, Australia, IEEE Computer Society (2006). link bibtex
  37. Adaptive over-relaxed mean shift.
    Chunhua Shen, Michael J. Brooks
    In: Proc. 8th International Symposium on Signal Processing and Its Applications (ISSPA'05). volume 2., Sydney, Australia, IEEE Press (2005) pages 575–578 Errata: in figure 3 square marker and circle marker should be swapped. link bibtex
  38. Visual tracking via efficient kernel discriminant subspace learning.
    Chunhua Shen, Anton van den Hengel, Michael J. Brooks
    In: Proc. IEEE International Conference on Image Processing (ICIP'05), Genoa, Italy, IEEE Press (2005). link bibtex
  39. Augmented particle filtering for efficient visual tracking.
    Chunhua Shen, Michael J. Brooks, Anton van den Hengel
    In: Proc. IEEE International Conference on Image Processing (ICIP'05), Genoa, Italy, IEEE Press (2005). link bibtex
  40. 2D articulated tracking with dynamic Bayesian networks.
    Chunhua Shen, Anton van den Hengel, Anthony Dick, Michael J. Brooks
    In: Proc. 4th International Conference on Computer and Information Technology (CIT'04), Wuhan, China, IEEE Computer Society (2004) pages 130–136. link bibtex
  41. Enhanced importance sampling: unscented auxiliary particle filtering for visual tracking.
    Chunhua Shen, Anton van den Hengel, Anthony Dick, Michael J. Brooks
    In: Proc. 17th Australian Joint Conference on Artificial Intelligence (AI'04), Cairns, Australia, Lecture Notes in Artificial Intelligence (LNAI) 3339, Springer-Verlag (2004) pages 180–191. link bibtex
  42. Probabilistic multiple cue integration for particle filter based tracking.
    Chunhua Shen, Anton van den Hengel, Anthony Dick
    In: Proc. International Conference on Digital Image Computing - Techniques and Applications (DICTA'03), Sydney, Australia, CSIRO Publishing (2003) pages 309–408 Nominated for Best Student Paper Award. bibtex