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Chunhua Shen - Publications

Affiliations: 
The University of Adelaide, Adelaide, South Australia, Australia 
Area:
Computer Vision
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126 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2022 Zhang C, Cai Y, Lin G, Shen C. DeepEMD: Differentiable Earth Mover's Distance for Few-Shot Learning. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 36288227 DOI: 10.1109/TPAMI.2022.3217373  0.364
2021 Xie Y, Zhang J, Liao Z, Verjans J, Shen C, Xia Y. Intra- and Inter-pair Consistency for Semi-supervised Gland Segmentation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 34951847 DOI: 10.1109/TIP.2021.3136716  0.342
2021 Bian JW, Zhan H, Wang N, Chin TJ, Shen C, Reid I. Auto-Rectify Network for Unsupervised Indoor Depth Estimation. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 34919516 DOI: 10.1109/TPAMI.2021.3136220  0.344
2021 Wang P, Li H, Shen C. Towards End-to-End Text Spotting in Natural Scenes. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 34242162 DOI: 10.1109/TPAMI.2021.3095916  0.347
2021 Wang W, Xie E, Li X, Liu X, Liang D, Zhibo Y, Lu T, Shen C. PAN++: Towards Efficient and Accurate End-to-End Spotting of Arbitrarily-Shaped Text. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33945471 DOI: 10.1109/TPAMI.2021.3077555  0.332
2020 Xie Y, Zhang J, Lu H, Shen C, Xia Y. SESV: Accurate Medical Image Segmentation by Predicting and Correcting Errors. Ieee Transactions On Medical Imaging. PMID 32956049 DOI: 10.1109/Tmi.2020.3025308  0.33
2020 Cao J, Guo Y, Wu Q, Shen C, Huang J, Tan M. Improving Generative Adversarial Networks with Local Coordinate Coding. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32750833 DOI: 10.1109/Tpami.2020.3012096  0.402
2020 Lu H, Dai Y, Shen C, Xu S. Index Networks. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32750793 DOI: 10.1109/TPAMI.2020.3004474  0.317
2020 Liu Y, Shu C, Wang J, Shen C. Structured Knowledge Distillation for Dense Prediction. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32750784 DOI: 10.1109/Tpami.2020.3001940  0.368
2020 Zhang L, Shi Z, Zhou JT, Cheng MM, Liu Y, Bian JW, Zeng Z, Shen C. Ordered or Orderless: A Revisit for Video based Person Re-Identification. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32142419 DOI: 10.1109/Tpami.2020.2976969  0.46
2020 Gong D, Zhang Z, Shi Q, van den Hengel A, Shen C, Zhang Y. Learning Deep Gradient Descent Optimization for Image Deconvolution. Ieee Transactions On Neural Networks and Learning Systems. PMID 32078566 DOI: 10.1109/Tnnls.2020.2968289  0.474
2020 Xie Y, Zhang J, Xia Y, Shen C. A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and Classification. Ieee Transactions On Medical Imaging. PMID 32070946 DOI: 10.1109/Tmi.2020.2972964  0.336
2020 Zhang S, Liu Y, Jin L, Wei Z, Shen C. OPMP: An Omni-directional Pyramid Mask Proposal Network for Arbitrary-shape Scene Text Detection Ieee Transactions On Multimedia. 1-1. DOI: 10.1109/Tmm.2020.2978630  0.344
2020 Wei X, Ye H, Mu X, Wu J, Shen C, Zhou Z. Multiple Instance Learning with Emerging Novel Class Ieee Transactions On Knowledge and Data Engineering. 1-1. DOI: 10.1109/Tkde.2019.2952588  0.464
2020 Dong G, Yan Y, Shen C, Wang H. Real-Time High-Performance Semantic Image Segmentation of Urban Street Scenes Ieee Transactions On Intelligent Transportation Systems. 1-17. DOI: 10.1109/Tits.2020.2980426  0.439
2020 Zhao Y, Shen C, Wang H, Chen S. Structural Analysis of Attributes for Vehicle Re-Identification and Retrieval Ieee Transactions On Intelligent Transportation Systems. 21: 723-734. DOI: 10.1109/Tits.2019.2896273  0.457
2020 Zhang L, Wang P, Liu L, Shen C, Wei W, Zhang Y, van den Hengel A. Towards Effective Deep Embedding for Zero-Shot Learning Ieee Transactions On Circuits and Systems For Video Technology. 30: 2843-2852. DOI: 10.1109/Tcsvt.2020.2984666  0.401
2020 Wang X, Shen C, Li H, Xu S. Human Detection Aided by Deeply Learned Semantic Masks Ieee Transactions On Circuits and Systems For Video Technology. 30: 2663-2673. DOI: 10.1109/Tcsvt.2019.2924912  0.457
2020 Liu W, Zhang P, Chen X, Shen C, Huang X, Yang J. Embedding Bilateral Filter in Least Squares for Efficient Edge-Preserving Image Smoothing Ieee Transactions On Circuits and Systems For Video Technology. 30: 23-35. DOI: 10.1109/Tcsvt.2018.2890202  0.381
2020 Zhao Y, Liu Y, Shen C, Gao Y, Xiong S. MobileFAN: Transferring deep hidden representation for face alignment Pattern Recognition. 100: 107114. DOI: 10.1016/J.Patcog.2019.107114  0.441
2020 Zhang L, Wang P, Shen C, Liu L, Wei W, Zhang Y, Hengel Avd. Adaptive importance learning for improving lightweight image super-resolution network International Journal of Computer Vision. 128: 479-499. DOI: 10.1007/S11263-019-01253-6  0.433
2019 Peng X, Zhu H, Feng J, Shen C, Zhang H, Zhou JT. Deep Clustering With Sample-Assignment Invariance Prior. Ieee Transactions On Neural Networks and Learning Systems. PMID 31902782 DOI: 10.1109/Tnnls.2019.2958324  0.344
2019 Zhang L, Wei W, Shi Q, Shen C, van den Hengel A, Zhang Y. Accurate Tensor Completion via Adaptive Low-Rank Representation. Ieee Transactions On Neural Networks and Learning Systems. PMID 31899434 DOI: 10.1109/Tnnls.2019.2952427  0.379
2019 Xiong H, Cao Z, Lu H, Madec S, Liu L, Shen C. TasselNetv2: in-field counting of wheat spikes with context-augmented local regression networks. Plant Methods. 15: 150. PMID 31857821 DOI: 10.1186/S13007-019-0537-2  0.356
2019 Zhou Y, Ji R, Sun X, Su J, Meng D, Gao Y, Shen C. Plenty Is Plague: Fine-Grained Learning for Visual Question Answering. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 31796387 DOI: 10.1109/Tpami.2019.2956699  0.411
2019 Wei XS, Wang P, Liu L, Shen C, Wu J. Piecewise classifier mappings: Learning fine-grained learners for novel categories with few examples. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 31265400 DOI: 10.1109/Tip.2019.2924811  0.44
2019 Chen Y, Shen C, Chen H, Wei XS, Liu L, Yang J. Adversarial Learning of Structure-Aware Fully Convolutional Networks for Landmark Localization. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 30835211 DOI: 10.1109/Tpami.2019.2901875  0.438
2019 Zhang P, Liu W, Lu H, Shen C. Salient Object Detection with Lossless Feature Reflection and Weighted Structural Loss. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 30668473 DOI: 10.1109/Tip.2019.2893535  0.497
2019 Zhang J, Xie Y, Xia Y, Shen C. Attention Residual Learning for Skin Lesion Classification. Ieee Transactions On Medical Imaging. PMID 30668469 DOI: 10.1109/Tmi.2019.2893944  0.395
2019 Lin G, Liu F, Milan A, Shen C, Reid I. RefineNet: Multi-Path Refinement Networks for Dense Prediction. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 30668461 DOI: 10.1109/Tpami.2019.2893630  0.453
2019 Li H, Wang P, Shen C, Zhang G. Show, Attend and Read: A Simple and Strong Baseline for Irregular Text Recognition Proceedings of the Aaai Conference On Artificial Intelligence. 33: 8610-8617. DOI: 10.1609/aaai.v33i01.33018610  0.342
2019 Yan Y, Huang Y, Chen S, Shen C, Wang H. Joint Deep Learning of Facial Expression Synthesis and Recognition Ieee Transactions On Multimedia. 1-1. DOI: 10.1109/Tmm.2019.2962317  0.475
2019 Zhang T, Lin G, Cai J, Shen T, Shen C, Kot AC. Decoupled Spatial Neural Attention for Weakly Supervised Semantic Segmentation Ieee Transactions On Multimedia. 21: 2930-2941. DOI: 10.1109/Tmm.2019.2914870  0.403
2019 Li H, Wang P, Shen C. Toward End-to-End Car License Plate Detection and Recognition With Deep Neural Networks Ieee Transactions On Intelligent Transportation Systems. 20: 1126-1136. DOI: 10.1109/Tits.2018.2847291  0.425
2019 Zhang H, Li Y, Jiang Y, Wang P, Shen Q, Shen C. Hyperspectral Classification Based on Lightweight 3-D-CNN With Transfer Learning Ieee Transactions On Geoscience and Remote Sensing. 57: 5813-5828. DOI: 10.1109/Tgrs.2019.2902568  0.422
2019 Liu L, Lu H, Xiong H, Xian K, Cao Z, Shen C. Counting Objects by Blockwise Classification Ieee Transactions On Circuits and Systems For Video Technology. 1-1. DOI: 10.1109/Tcsvt.2019.2942970  0.316
2019 Yao R, Lin G, Shen C, Zhang Y, Shi Q. Semantics-Aware Visual Object Tracking Ieee Transactions On Circuits and Systems For Video Technology. 29: 1687-1700. DOI: 10.1109/Tcsvt.2018.2848358  0.415
2019 Zhang L, Wang P, Wei W, Lu H, Shen C, van den Hengel A, Zhang Y. Unsupervised Domain Adaptation Using Robust Class-Wise Matching Ieee Transactions On Circuits and Systems For Video Technology. 29: 1339-1349. DOI: 10.1109/Tcsvt.2018.2842206  0.366
2019 Zhang J, Wu Q, Zhang J, Shen C, Lu J, Wu Q. Heritage image annotation via collective knowledge Pattern Recognition. 93: 204-214. DOI: 10.1016/J.Patcog.2019.04.017  0.418
2019 Wang P, Liu L, Shen C, Shen HT. Order-aware convolutional pooling for video based action recognition Pattern Recognition. 91: 357-365. DOI: 10.1016/J.Patcog.2019.03.002  0.44
2019 Wu Z, Shen C, van den Hengel A. Wider or Deeper: Revisiting the ResNet Model for Visual Recognition Pattern Recognition. 90: 119-133. DOI: 10.1016/J.Patcog.2019.01.006  0.412
2019 Wei X, Zhang C, Wu J, Shen C, Zhou Z. Unsupervised object discovery and co-localization by deep descriptor transformation Pattern Recognition. 88: 113-126. DOI: 10.1016/J.Patcog.2018.10.022  0.464
2019 Zhang L, Wei W, Shi Q, Shen C, van den Hengel A, Zhang Y. Accurate imagery recovery using a multi-observation patch model Information Sciences. 501: 724-741. DOI: 10.1016/J.Ins.2019.03.033  0.449
2018 Cao Y, Zhao T, Xian K, Shen C, Cao Z, Xu S. Monocular Depth Estimation with Augmented Ordinal Depth Relationships. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 30369445 DOI: 10.1109/Tip.2018.2877944  0.411
2018 Liu H, Ji R, Wang J, Shen C. Ordinal Constraint Binary Coding for Approximate Nearest Neighbor Search. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 29994286 DOI: 10.1109/Tpami.2018.2819978  0.444
2018 Lu H, Shen C, Cao Z, Xiao Y, van den Hengel A. An Embarrassingly Simple Approach to Visual Domain Adaptation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 27: 3403-3417. PMID 29671743 DOI: 10.1109/Tip.2018.2819503  0.415
2018 Zhang J, Wu Q, Shen C, Zhang J, Lu J. Multilabel Image Classification With Regional Latent Semantic Dependencies Ieee Transactions On Multimedia. 20: 2801-2813. DOI: 10.1109/Tmm.2018.2812605  0.47
2018 Guo G, Wang H, Shen C, Yan Y, Liao HM. Automatic Image Cropping for Visual Aesthetic Enhancement Using Deep Neural Networks and Cascaded Regression Ieee Transactions On Multimedia. 20: 2073-2085. DOI: 10.1109/Tmm.2018.2794262  0.475
2018 You M, Zhang Y, Shen C, Zhang X. An Extended Filtered Channel Framework for Pedestrian Detection Ieee Transactions On Intelligent Transportation Systems. 19: 1640-1651. DOI: 10.1109/Tits.2018.2807199  0.345
2018 Cao Y, Wu Z, Shen C. Estimating Depth From Monocular Images as Classification Using Deep Fully Convolutional Residual Networks Ieee Transactions On Circuits and Systems For Video Technology. 28: 3174-3182. DOI: 10.1109/Tcsvt.2017.2740321  0.41
2018 Hu Q, Wang P, Shen C, van den Hengel A, Porikli F. Pushing the Limits of Deep CNNs for Pedestrian Detection Ieee Transactions On Circuits and Systems For Video Technology. 28: 1358-1368. DOI: 10.1109/Tcsvt.2017.2648850  0.464
2018 Sheng B, Shen C, Lin G, Li J, Yang W, Sun C. Crowd Counting via Weighted VLAD on a Dense Attribute Feature Map Ieee Transactions On Circuits and Systems For Video Technology. 28: 1788-1797. DOI: 10.1109/Tcsvt.2016.2637379  0.458
2018 Zhuang N, Yan Y, Chen S, Wang H, Shen C. Multi-label learning based deep transfer neural network for facial attribute classification Pattern Recognition. 80: 225-240. DOI: 10.1016/J.Patcog.2018.03.018  0.427
2018 Wei X, Xie C, Wu J, Shen C. Mask-CNN: Localizing parts and selecting descriptors for fine-grained bird species categorization Pattern Recognition. 76: 704-714. DOI: 10.1016/J.Patcog.2017.10.002  0.428
2018 Li H, Wang P, You M, Shen C. Reading car license plates using deep neural networks Image and Vision Computing. 72: 14-23. DOI: 10.1016/J.Imavis.2018.02.002  0.418
2018 Zhang L, Wei W, Zhang Y, Shen C, van den Hengel A, Shi Q. Cluster Sparsity Field: An Internal Hyperspectral Imagery Prior for Reconstruction International Journal of Computer Vision. 126: 797-821. DOI: 10.1007/S11263-018-1080-8  0.377
2017 Lu H, Cao Z, Xiao Y, Zhuang B, Shen C. TasselNet: counting maize tassels in the wild via local counts regression network. Plant Methods. 13: 79. PMID 29118821 DOI: 10.1186/S13007-017-0224-0  0.32
2017 Wang P, Wu Q, Shen C, Dick A, Hengel AVD. FVQA: Fact-based Visual Question Answering. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 28945588 DOI: 10.1109/Tpami.2017.2754246  0.335
2017 Lin G, Shen C, van den Hengel A, Reid I. Exploring Context with Deep Structured models for Semantic Segmentation. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 28574343 DOI: 10.1109/Tpami.2017.2708714  0.475
2017 Wu Q, Shen C, Wang P, Dick A, van den Hengel A. Image Captioning and Visual Question Answering Based on Attributes and External Knowledge. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 28574341 DOI: 10.1109/Tpami.2017.2708709  0.403
2017 Liu F, Lin G, Qiao R, Shen C. Structured Learning of Tree Potentials in CRF for Image Segmentation. Ieee Transactions On Neural Networks and Learning Systems. PMID 28422671 DOI: 10.1109/Tnnls.2017.2690453  0.422
2017 Liu F, Lin G, Shen C. Discriminative Training of Deep Fully-connected Continuous CRFs with Task-specific Loss. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 28252395 DOI: 10.1109/Tip.2017.2675166  0.429
2017 Liu L, Wang P, Shen C, Wang L, van den Hengel A, Wang C, Shen HT. Compositional Model Based Fisher Vector Coding for Image Classification. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 28092518 DOI: 10.1109/Tpami.2017.2651061  0.418
2017 Hu Q, Wang H, Li T, Shen C. Deep CNNs With Spatially Weighted Pooling for Fine-Grained Car Recognition Ieee Transactions On Intelligent Transportation Systems. 18: 3147-3156. DOI: 10.1109/Tits.2017.2679114  0.46
2017 Wang P, Cao Y, Shen C, Liu L, Shen HT. Temporal Pyramid Pooling-Based Convolutional Neural Network for Action Recognition Ieee Transactions On Circuits and Systems For Video Technology. 27: 2613-2622. DOI: 10.1109/Tcsvt.2016.2576761  0.421
2017 Yao R, Shi Q, Shen C, Zhang Y, van den Hengel A. Part-Based Robust Tracking Using Online Latent Structured Learning Ieee Transactions On Circuits and Systems For Video Technology. 27: 1235-1248. DOI: 10.1109/Tcsvt.2016.2527358  0.441
2017 Li Y, Li W, Shen C. Removal of Optically Thick Clouds From High-Resolution Satellite Imagery Using Dictionary Group Learning and Interdictionary Nonlocal Joint Sparse Coding Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 10: 1870-1882. DOI: 10.1109/Jstars.2017.2655101  0.421
2017 Qiao R, Liu L, Shen C, van den Hengel A. Learning discriminative trajectorylet detector sets for accurate skeleton-based action recognition Pattern Recognition. 66: 202-212. DOI: 10.1016/J.Patcog.2017.01.015  0.427
2017 Wu Q, Teney D, Wang P, Shen C, Dick A, van den Hengel A. Visual question answering: A survey of methods and datasets Computer Vision and Image Understanding. 163: 21-40. DOI: 10.1016/J.Cviu.2017.05.001  0.387
2017 Paisitkriangkrai S, Wu L, Shen C, van den Hengel A. Structured learning of metric ensembles with application to person re-identification Computer Vision and Image Understanding. 156: 51-65. DOI: 10.1016/J.Cviu.2016.10.015  0.488
2017 Lin G, Liu F, Shen C, Wu J, Shen HT. Structured Learning of Binary Codes with Column Generation for Optimizing Ranking Measures International Journal of Computer Vision. 123: 287-308. DOI: 10.1007/S11263-016-0984-4  0.463
2016 Cao Y, Shen C, Shen HT. Exploiting Depth from Single Monocular Images for Object Detection and Semantic Segmentation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 28113765 DOI: 10.1109/Tip.2016.2621673  0.442
2016 Liu L, Shen C, van den Hengel A. Cross-convolutional-layer Pooling for Image Recognition. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 27959804 DOI: 10.1109/Tpami.2016.2637921  0.394
2016 Cao Y, Shen C, Shen HT. Exploiting Depth from Single Monocular Images for Object Detection and Semantic Segmentation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 27810820 DOI: 10.1109/TIP.2016.2621673  0.339
2016 Wang P, Shen C, van den Hengel A, Torr PH. Large-scale Binary Quadratic Optimization Using Semidefinite Relaxation and Applications. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 26978557 DOI: 10.1109/Tpami.2016.2541146  0.358
2016 Hu Q, Paisitkriangkrai S, Shen C, Van Den Hengel A, Porikli F. Fast Detection of Multiple Objects in Traffic Scenes with a Common Detection Framework Ieee Transactions On Intelligent Transportation Systems. 17: 1002-1014. DOI: 10.1109/Tits.2015.2496795  0.426
2016 Zhang L, Wei W, Zhang Y, Shen C, van den Hengel A, Shi Q. Dictionary Learning for Promoting Structured Sparsity in Hyperspectral Compressive Sensing Ieee Transactions On Geoscience and Remote Sensing. 54: 7223-7235. DOI: 10.1109/Tgrs.2016.2598577  0.451
2016 Shen F, Shen C, Zhou X, Yang Y, Shen HT. Face image classification by pooling raw features Pattern Recognition. 54: 94-103. DOI: 10.1016/J.Patcog.2016.01.010  0.429
2016 Li H, Shen F, Shen C, Yang Y, Gao Y. Face recognition using linear representation ensembles Pattern Recognition. 59: 72-87. DOI: 10.1016/J.Patcog.2015.12.011  0.445
2016 Wang S, Lu J, Gu X, Shen C, Xia R, Yang J. Canonical principal angles correlation analysis for two-view data Journal of Visual Communication and Image Representation. 35: 209-219. DOI: 10.1016/J.Jvcir.2015.12.001  0.389
2016 Liu F, Shen C, Reid I, Van Den Hengel A. Online unsupervised feature learning for visual tracking Image and Vision Computing. 51: 84-94. DOI: 10.1016/J.Imavis.2016.04.008  0.465
2016 Li Y, Liu L, Shen C, Hengel Avd. Mining Mid-level Visual Patterns with Deep CNN Activations International Journal of Computer Vision. 121: 344-364. DOI: 10.1007/S11263-016-0945-Y  0.395
2016 Wang P, Shen C, van den Hengel A, Torr PHS. Efficient Semidefinite Branch-and-Cut for MAP-MRF Inference International Journal of Computer Vision. 117: 269-289. DOI: 10.1007/S11263-015-0865-2  0.397
2015 Liu F, Shen C, Lin G, Reid I. Learning Depth from Single Monocular Images Using Deep Convolutional Neural Fields. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 26660697 DOI: 10.1109/Tpami.2015.2505283  0.485
2015 Zhao X, Li X, Zhang Z, Shen C, Zhuang Y, Gao L, Li X. Scalable Linear Visual Feature Learning via Online Parallel Nonnegative Matrix Factorization. Ieee Transactions On Neural Networks and Learning Systems. PMID 26625429 DOI: 10.1109/Tnnls.2015.2499273  0.439
2015 Lin G, Shen C, Hengel Av. Supervised Hashing Using Graph Cuts and Boosted Decision Trees. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 2317-31. PMID 26440270 DOI: 10.1109/Tpami.2015.2404776  0.481
2015 Li X, Shen C, Dick A, Zhang Z, Zhuang Y. Online Metric-Weighted Linear Representations for Robust Visual Tracking. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 26390446 DOI: 10.1109/Tpami.2015.2469276  0.442
2015 Paisitkriangkrai S, Shen C, van den Hengel A. Pedestrian Detection with Spatially Pooled Features and Structured Ensemble Learning. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 26336118 DOI: 10.1109/Tpami.2015.2474388  0.465
2015 Shen F, Shen C, Shi Q, van den Hengel A, Tang Z, Shen HT. Hashing on nonlinear manifolds. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 24: 1839-51. PMID 25826800 DOI: 10.1109/Tip.2015.2405340  0.488
2015 Luo L, Shen C, Liu X, Zhang C. A computational model of the short-cut rule for 2D shape decomposition. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 24: 273-83. PMID 25438318 DOI: 10.1109/Tip.2014.2376188  0.389
2015 Milford M, Lowry S, Sunderhauf N, Shirazi S, Pepperell E, Upcroft B, Shen C, Lin G, Liu F, Cadena C, Reid I. Sequence searching with deep-learnt depth for condition-and viewpoint-invariant route-based place recognition Ieee Computer Society Conference On Computer Vision and Pattern Recognition Workshops. 2015: 18-25. DOI: 10.1109/CVPRW.2015.7301395  0.362
2015 Shen F, Shen C, Liu W, Shen HT. Supervised Discrete Hashing Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 7: 37-45. DOI: 10.1109/CVPR.2015.7298598  0.388
2015 Liu F, Lin G, Shen C. CRF learning with CNN features for image segmentation Pattern Recognition. 48: 2983-2992. DOI: 10.1016/J.Patcog.2015.04.019  0.48
2015 Harandi M, Hartley R, Shen C, Lovell B, Sanderson C. Extrinsic Methods for Coding and Dictionary Learning on Grassmann Manifolds International Journal of Computer Vision. DOI: 10.1007/S11263-015-0833-X  0.467
2015 Zhang C, Shen C, Shen T. Unsupervised Feature Learning for Dense Correspondences Across Scenes International Journal of Computer Vision. DOI: 10.1007/S11263-015-0829-6  0.473
2014 Paisitkriangkrai S, Shen C, Van den Hengel A. Large-margin Learning of Compact Binary Image Encodings. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 23: 4041-4054. PMID 25051551 DOI: 10.1109/Tip.2014.2337759  0.506
2014 Yan Y, Shen C, Wang H. Efficient semidefinite spectral clustering via lagrange duality. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 23: 3522-34. PMID 24951690 DOI: 10.1109/Tip.2014.2329453  0.376
2014 Paisitkriangkrai S, Shen C, Shi Q, van den Hengel A. RandomBoost: simplified multiclass boosting through randomization. Ieee Transactions On Neural Networks and Learning Systems. 25: 764-79. PMID 24807953 DOI: 10.1109/Tnnls.2013.2281214  0.46
2014 Shen C, Kim J, Liu F, Wang L, van den Hengel A. Efficient dual approach to distance metric learning. Ieee Transactions On Neural Networks and Learning Systems. 25: 394-406. PMID 24807037 DOI: 10.1109/Tnnls.2013.2275170  0.421
2014 Wang L, Zhou L, Shen C, Liu L, Liu H. A hierarchical word-merging algorithm with class separability measure. Ieee Transactions On Pattern Analysis and Machine Intelligence. 36: 417-35. PMID 24457501 DOI: 10.1109/Tpami.2013.160  0.405
2014 Liu F, Zhou L, Shen C, Yin J. Multiple kernel learning in the primal for multimodal Alzheimer's disease classification. Ieee Journal of Biomedical and Health Informatics. 18: 984-90. PMID 24132030 DOI: 10.1109/Jbhi.2013.2285378  0.469
2014 Paisitkriangkrai S, Shen C, van den Hengel A. Asymmetric Pruning for Learning Cascade Detectors Ieee Transactions On Multimedia. 16: 1254-1267. DOI: 10.1109/Tmm.2014.2308723  0.458
2014 Lu Y, Wang L, Lu J, Yang J, Shen C. Multiple kernel clustering based on centered kernel alignment Pattern Recognition. 47: 3656-3664. DOI: 10.1016/J.Patcog.2014.05.005  0.388
2014 Shen F, Shen C, Hill R, van den Hengel A, Tang Z. Fast approximate L∞ minimization: Speeding up robust regression Computational Statistics & Data Analysis. 77: 25-37. DOI: 10.1016/J.Csda.2014.02.018  0.356
2013 Shen C, Li H, van den Hengel A. Fully corrective boosting with arbitrary loss and regularization. Neural Networks : the Official Journal of the International Neural Network Society. 48: 44-58. PMID 23917694 DOI: 10.1016/J.Neunet.2013.07.006  0.464
2013 Li X, Dick A, Shen C, Zhang Z, van den Hengel A, Wang H. Visual tracking with spatio-temporal Dempster-Shafer information fusion. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 22: 3028-40. PMID 23529089 DOI: 10.1109/Tip.2013.2253478  0.42
2013 Shen F, Shen C, van den Hengel A, Tang Z. Approximate least trimmed sum of squares fitting and applications in image analysis. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 22: 1836-47. PMID 23314774 DOI: 10.1109/Tip.2013.2237914  0.385
2013 Li X, Dick A, Shen C, van den Hengel A, Wang H. Incremental learning of 3D-DCT compact representations for robust visual tracking. Ieee Transactions On Pattern Analysis and Machine Intelligence. 35: 863-81. PMID 22868649 DOI: 10.1109/Tpami.2012.166  0.347
2013 Li X, Hu W, Shen C, Zhang Z, Dick A, Hengel AVD. A survey of appearance models in visual object tracking Acm Transactions On Intelligent Systems and Technology. 4: 1-48. DOI: 10.1145/2508037.2508039  0.364
2013 Luo L, Shen C, Zhang C, van den Hengel A. Shape Similarity Analysis by Self-Tuning Locally Constrained Mixed-Diffusion Ieee Transactions On Multimedia. 15: 1174-1183. DOI: 10.1109/Tmm.2013.2242450  0.372
2013 Shen C, Wang P, Paisitkriangkrai S, van den Hengel A. Training Effective Node Classifiers for Cascade Classification International Journal of Computer Vision. 103: 326-347. DOI: 10.1007/S11263-013-0608-1  0.416
2012 Wang P, Shen C, Barnes N, Zheng H. Fast and robust object detection using asymmetric totally corrective boosting. Ieee Transactions On Neural Networks and Learning Systems. 23: 33-46. PMID 24808454 DOI: 10.1109/Tnnls.2011.2178324  0.446
2012 Shen C, Wang P, Shen F, Wang H. UBoost: boosting with the Universum. Ieee Transactions On Pattern Analysis and Machine Intelligence. 34: 825-32. PMID 22156096 DOI: 10.1109/Tpami.2011.240  0.428
2011 Shen C, Paisitkriangkrai S, Zhang J. Efficiently learning a detection cascade with sparse eigenvectors. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 20: 22-35. PMID 20601314 DOI: 10.1109/Tip.2010.2055880  0.438
2011 Paisitkriangkrai S, Shen C, Zhang J. Incremental training of a detector using online sparse eigendecomposition. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 20: 213-26. PMID 20570773 DOI: 10.1109/Tip.2010.2053548  0.458
2011 Shen C, Hao Z. A direct formulation for totally-corrective multi-class boosting Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2585-2592. DOI: 10.1109/CVPR.2011.5995554  0.305
2010 Shen C, Li H. On the dual formulation of boosting algorithms. Ieee Transactions On Pattern Analysis and Machine Intelligence. 32: 2216-31. PMID 20975119 DOI: 10.1109/Tpami.2010.47  0.354
2010 Zhou L, Wang L, Shen C, Barnes N. Hippocampal shape classification using redundancy constrained feature selection. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 13: 266-73. PMID 20879324  0.318
2010 Shen C, Kim J, Wang L. Scalable large-margin Mahalanobis distance metric learning. Ieee Transactions On Neural Networks. 21: 1524-30. PMID 20709641 DOI: 10.1109/Tnn.2010.2052630  0.436
2010 Zhou L, Wang L, Shen C. Feature selection with redundancy-constrained class separability. Ieee Transactions On Neural Networks. 21: 853-8. PMID 20227975 DOI: 10.1109/Tnn.2010.2044189  0.407
2010 Shen C, Li H. Boosting through optimization of margin distributions. Ieee Transactions On Neural Networks. 21: 659-66. PMID 20172821 DOI: 10.1109/Tnn.2010.2040484  0.38
2010 Shen C, Kim J, Wang H. Generalized Kernel-Based Visual Tracking Ieee Transactions On Circuits and Systems For Video Technology. 20: 119-130. DOI: 10.1109/Tcsvt.2009.2031393  0.407
2008 Paisitkriangkrai S, Shen C, Zhang J. Fast Pedestrian Detection Using a Cascade of Boosted Covariance Features Ieee Transactions On Circuits and Systems For Video Technology. 18: 1140-1151. DOI: 10.1109/Tcsvt.2008.928213  0.413
2008 Paisitkriangkrai S, Shen C, Zhang J. Performance evaluation of local features in human classification and detection Iet Computer Vision. 2: 236-246. DOI: 10.1049/Iet-Cvi:20080026  0.401
2008 Shen C, Li H, Brooks MJ. Supervised dimensionality reduction via sequential semidefinite programming Pattern Recognition. 41: 3644-3652. DOI: 10.1016/J.Patcog.2008.06.015  0.635
2007 Shen C, Brooks MJ, van den Hengel A. Fast global kernel density mode seeking: applications to localization and tracking. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 16: 1457-69. PMID 17491473 DOI: 10.1109/Tip.2007.894233  0.602
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