H. Gunes, C. Shan, S. Chen, and Y.-L. Tian, "Bodily Expression for Automatic Affect Recognition", in A. Konar and A. Chakraborty (Eds.), Advances in Emotion Recognition, Wiley-Blackwell, 2015.
C. Shan, "Learning Human Emotion from Body Gesture", in N. M. Seel (Eds.), Encyclopedia of the Sciences of Learning, Springer, 2011.
C. Shan, "Gesture Control for Consumer Electronics", in L. Shao, C. Shan, J. Luo, and M. Etoh (Eds.), Multimedia Interaction and Intelligent User Interfaces: Principles, Methods and Applications, Springer, 2010.
C. Shan, "Face Recognition and Retrieval in Video", in D. Schonfeld, C. Shan, D. Tao, and L. Wang (Eds.), Video Search and Mining, Springer, 2010.
C. Shan and R. Braspenning, "Recognizing Facial Expressions Automatically from Video", in H. Nakashima, J. Augusto and H. Aghajan (Eds.), Handbook of Ambient Intelligence and Smart Environments, Springer, 2009.
C. Shan, "Linear Subspace Learning for Facial Expression Analysis", in Machine Learning, I-Tech Education and Publishing, Vienna, Austria, 2008.
C. Shan, S. Gong, and P.W. McOwan, "Facial Expression Recognition Based on Statistical Local Features", in J. Luo and X. Tang (Eds.), USTC 50th Golden Anniversary Book: Computer Vision, USTC Press, 2008.
Journal Papers
X. Song, S. Hou, Y. Huang, C. Cao, X. Liu, Y. Huang, and C. Shan, "Gait Attribute Recognition: A New Benchmark for Learning Richer Attributes from Human Gait Patterns", IEEE Trans. on Information Forensics & Security, 19, 1-14, 2024.
Y. Huang, Q. Wu, Z. Zhang, C. Shan, Y. Huang, Y. Zhong, and L. Wang, "Meta Clothing Status Calibration for Long-Term Person Re-Identification", IEEE Trans. on Image Processing, 33, 2334-2346, March 2024.
X. Zhang, P. Zhang, and C. Shan, "Corruption-invariant Person Re-identification Via Coarse-to-Fine Feature Alignment", IEEE Trans. on Circuits and Systems for Video Technology, accepted, 2024.
Z. Wang, C. Liao, L. Pan, H. Lu, C. Shan, and W. Wang, "Living-Skin Detection based on Spatio-Temporal Analysis of Structured Light Pattern", IEEE Journal of Biomedical and Health Informatics, 28(11), 6738-6750, November 2024.
G. Liao, H. Lu, C. Shan, and W. Wang, "Plethysmographic Waveform Features and Hemodynamic Features for Camera-based Blood Pressure Estimation", IEEE Trans. on Instrumentation & Measurement, 73, 4000214, 2024.
L. Liu, D. Yu, H. Lu, C. Shan, and W. Wang, "Camera-based Seismocardiogram for Heart
Rate Variability Monitoring", IEEE Journal of Biomedical and Health Informatics, 28(5), 2794-2805, May 2024.
J. Wang, C. Shan, L. Liu, and Z. Hou, "Camera-based Physiological Measurement: Recent Advances and Future Prospects", Neurocomputing, 575, 127282, March 2024.
W. Wang, C. Shan, S. Leonhardt, R. Mukkamala, and E. Nowara, "Guest Editorial Camera-based Health Monitoring in Real-world Scenarios", IEEE Journal of Biomedical and Health Informatics, 28(2), 595-597, February 2024.
X. Qi, Z. Wu, W. Zou, M. Ren, Y. Gao, M. Sun, S. Zhang, C. Shan, and Z. Sun, "Exploring Generalizable Distillation for Efficient Medical Image Segmentation", IEEE Journal of Biomedical and Health Informatics, 28(7), 4170-4183, July 2024.
X. Sun, Y. Pang, Y. Liu, C. Shan, and S. S. Cheng, "Multi-Modal Multi-Slice Cooperative Dual-Domain Cascaded De-Aliasing Network for MR Imaging Reconstruction", IEEE Journal of Biomedical and Health Informatics, 28(9), 5370-5382, September 2024.
D. Zhang, C. Lu, T. Tan, B. Dashtbozorg, X. Long, X. Xu, J. Zhang and C. Shan, "BSANet: Boundary-Aware and Scale-Aggregation Networks for CMR Image Segmentation", Neurocomputing, 599, 128125, September 2024.
H. Mao, Y. Ma, D. Zhang, Y. Meng, S. Ma, Y. Qiao, H. Fu, C. Shan, D. Chen, Y. Zhao, and J. Zhang, "MR2-Net: Retinal OCTA Image Stitching via Multi-Scale Representation Learning and Dynamic Location Guidance", IEEE Journal of Biomedical and Health Informatics, accepted, 2024.
Z. Ju, W. Zhou, L. Kong, Y. Chen, Y. Li, Z. Sun, and C. Shan, "HAGAN: Hybrid Augmented Generative Adversarial Network for Medical Image Synthesis", Machine Intelligence Research, accepted, 2024.
Y. Bao, C. Wu, P. Zhang, C. Shan, X. Ben, and Y. Qi, "Boosting Micro-expression Recognition via Self-expression Reconstruction and Memory Contrastive Learning", IEEE Trans. on Affective Computing, accepted, 2024.
Y. Bao, C. Wu, P. Zhang, and C. Shan, "Adaptive optical flow estimation driven micro-expression recognition", Journal of Image and Graphics, 29(10), 3060-3073, 2024.
X. Zheng, Z. Li, D. Liu, X. Zhou, and C. Shan, "Spatial Attention-Guided Light Field Salient Object Detection Network with Implicit Neural Representation", IEEE Trans. on Circuits and Systems for Video Technology, accepted, 2024.
Y. Zhang, L. Wan, D. Liu, X. Zhou, P. An, and C. Shan, "Saliency-Guided No-Reference Omnidirectional Image Quality Assessment via Scene Content Perceiving", IEEE Trans. on Instrumentation & Measurement, 73, 1-15, October 2024.
W. Liang, C. Shan, Y. Yang, and J. Han, "Multi-branch Differential Bidirectional Fusion Network for RGB-T Semantic Segmentation", IEEE Trans. on Intelligent Vehicles, accepted, 2024.
F. Zhao, S. Liao, J. Huo, Z. Huo, W. Wang, J. Han, and C. Shan, "Weakly Supervised Joint Transfer and Regression of Textures for 3D Human Reconstruction", IEEE Trans. on Consumer Electronics , 70(1), 4400-4410, February 2024.
Y. Yang, C. Shan, F. Zhao, W. Liang, and J. Han, "On Exploring Shape and Semantic Enhancements for RGB-X Semantic Segmentation", IEEE Trans. on Intelligent Vehicles, 9(1), 2223-2235, January 2024.
X. Chang, C. Chen, and C. Shan, "Enhancing the Utilization of Uncertain Pixels in Semi-Supervised Semantic Segmentation", Neurocomputing, 610, 128598, December 2024.
D. Zhang, Z. Peng, S. Sun, C. van Pul, C. Shan, J. Dudink, P. Andriessen, R. M. Aarts, and X. Long, "Characterising the motion and cardiorespiratory interaction of preterm infants can improve the classification of their sleep state", Acta Paediatrica, 113(6), 1236-1245, June 2024.
M. Yang, H. Chen, W. Hu, M. Mischi, C. Shan, J. Li, X. Long, and C. Liu, "Development and Validation of An Interpretable Conformal Predictor to Predict Sepsis Mortality Risk: Retrospective Cohort Study", Journal of Medical Internet Research, 26, e50369, 2024.
D. Li, Z. Zhang, Y. Zhang, Z. Jia, and C. Shan, "AdaGPAR: Generalizable Pedestrian Attribute Recognition via Test-Time Adaptation", Machine Intelligence Research, accepted, 2024.
Z. Tan, W. Wang, and C. Shan, "Vision Transformers are Active Learners for Image Copy Detection", Neurocomputing, 587, 127687, June 2024.
Z. Liu, D. Li, X. Zhang, Z. Zhang, P. Zhang, C. Shan, and J. Han, "Pedestrian Attribute Recognition via Spatio-Temporal Relationship Learning for Visual Surveillance", ACM Trans. on Multimedia Computing Communications and Applications, 20(6), 159, 1-15, 2024.
Y.-F. Song, Z. Zhang, C. Shan, and L. Wang, "Constructing Stronger and Faster Baselines for Skeleton-based Action Recognition", IEEE Trans. on Pattern Analysis and Machine Intelligence, 45(2), 1474-1488, 2023.
T. Li, Q. Zhang, F. Nian, and C. Shan, "Editorial: Neuroscience-driven visual
representation", Frontiers in Neuroscience, 17:1345688, 2023.
X. Qi, M. Sun, Z. Wang, J. Liu, Q. Li, F. Zhao, S. Zhang, and C. Shan, "Biphasic Face Photo-Sketch Synthesis via Semantic-Driven Generative Adversarial Network with Graph Representation Learning", IEEE Trans. on Neural Networks and Learning Systems, accepted, 2023.
Y. Wang, Y. Huang, C. Shan, and L. Wang, "Progressive Sub-domain Information Mining for Single-source Generalizable Gait Recognition", IEEE Trans. on Information Forensics & Security, 18, 4787-4799, 2023.
D. Li, Z. Zhang, C. Shan, and L. Wang, "Incremental Pedestrian Attribute Recognition via Dual Uncertainty-Aware Pseudo-Labeling", IEEE Trans. on Information Forensics & Security, 18, 2622-2636, 2023.
W. Zou, X. Qi, W. Zhou, M. Sun, Z. Sun, and C. Shan, "Graph Flow: Cross-layer Graph Flow Distillation for Dual Efficient Medical Image Segmentation", IEEE Trans. on Medical Imaging, 42(4), 1159-1171, April 2023.
Z. Jia, Z. Zhang, C. Shan, L. Wang, and T. Tan, "Dual-Focus Transfer Network for Zero-Shot Learning", Neurocomputing, 541, 126264, July 2023.
P. Zhang, X. Zhang, Y. Bao, X. Ben, and C. Shan, "Cloth-Changing Person Re-Identification: A Summary", Journal of Image and Graphics, 28(05), 0018-0040, 2023.
H. Yang, C. Shan, A.F. Kolen, and P.H.N. de With, "Medical Instrument Detection in Ultrasound: A Review", Artificial Intelligence Review, 56, 4363-4402, 2023.
W. Liang, Y. Yang, F. Li, X. Long, and C. Shan, "Mask-guided Modality Difference Reduction Network for RGB-T Semantic Segmentation", Neurocomputing, 523, 9-17, 2023.
M. Gao, F. Zheng, J. Yu, C. Shan, G. Ding, and J. Han, "Deep Learning for Video Object Segmentation: A Review", Artificial Intelligence Review, 56, 457-531, 2023.
C. Fan, H. Yu, Y. Huang, C. Shan, L. Wang, and C. Li, "SiamON: Siamese Occlusion-aware Network for Visual Tracking", IEEE Trans. on Circuits and Systems for Video Technology, 33(1), 186-199, 2023.
S. Wang, Z. Dong, Z. Zhang, Y. Huo, M.E. Celebi, and C. Shan, "Guest Editorial Emerging Challenges for Deep Learning", IEEE Journal of Biomedical and Health Informatics, 26(11), 5287-5288, 2022.
B. Yan, M. Pei, M. Zhao, C. Shan, and Z. Tian, "Prior Guided Transformer for Accurate Radiology Reports Generation", IEEE Journal of Biomedical and Health Informatics, 26(11), 5631-5640, 2022.
Z. Liu, Z. Zhang, D. Li, P. Zhang, and C. Shan, "Dual-Branch Self-attention Network for Pedestrian Attribute Recognition", Pattern Recognition Letters, 163, 112-120, 2022.
X. Song, Y. Huang, Y. Huang, C. Shan, J. Wang, and Y. Chen, "Distilled Light GaitSet: Towards Scalable Gait Recognition", Pattern Recognition Letters, 157, 27-34, 2022.
H. Yang, C. Shan, A.F. Kolen, and P.H.N. de With, "Weakly-supervised Learning for Catheter Segmentation in 3D Frustum Ultrasound", Computerized Medical Imaging and Graphics, 96, 102037, 2022.
H. Liu, J. Liu, F. Chen, and C. Shan, "Progressive Residual Learning with Memory Upgrade for Ultrasound Image Blind Super-resolution", IEEE Journal of Biomedical and Health Informatics, 26(9), 4390-4401, 2022.
C. Chen, C. Shan, R.M. Aarts, and X. Long, "Sensing and computing for smart healthcare", Journal of Ambient Intelligence and Smart Environments, 14(1), 1-2, 2022
H. Yang, C. Shan, A. Bouwman, L.R.C. Dekker, A.F. Kolen, and P.H.N. de With, "Medical Instrument Segmentation in 3D US by Hybrid Constrained Semi-Supervised Learning", IEEE Journal of Biomedical and Health Informatics, 26(2), 762-773, 2022.
J. Xie, X. Long, R.A. Otte, and C. Shan, "Convolutional Neural Networks for Audio-Based Continuous Infant Cry Monitoring at Home", IEEE Sensors Journal, 21(24), 27710-27717, 2021.
C. Song, C. Shan, Y. Huang, and L. Wang, "Mask-guided Contrastive Attention and Two-Stream Metric Co-Learning for Person Re-Identification", Neurocomputing, 465, 561-573, 2021.
C. Shan, T. Tan, J. Han, and D. Huang, "Ultrasound Tissue Classification: A Review", Artificial Intelligence Review, 54(4), 3055-3088, 2021.
H. Yang, C. Shan, A. Bouwman, A.F. Kolen, and P.H.N. de With, "Efficient and Robust Instrument Segmentation in 3D Ultrasound Using Patch-of-Interest-FuseNet with Hybrid Loss", Medical Image Analysis, 67, 101842, 2021.
S. Trajanovski, C. Shan, P.J.C. Weijtmans, S.G. Brouwer de Koning, and T.J.M. Ruers, "Tongue tumor detection in hyperspectral images using deep learning semantic segmentation", IEEE Trans. on Biomedical Engineering, 68(4), 1330-1340, 2021
H. Yang, C. Shan, A.F. Kolen, and P.H.N. de With, "Efficient Medical Instrument Detection in 3D Volumetric Ultrasound Data", IEEE Trans. on Biomedical Engineering, 68(3), 1034-1043, 2021.
W. Wang, S. Leonhardt, L. Tarassenko, C. Shan, and D. McDuff, "Guest Editorial: Camera-Based Monitoring for Pervasive Healthcare Informatics", IEEE Journal of Biomedical and Health Informatics, 25(5), 1358-1360, 2021.
Z. Liu, L. Tong, L. Chen, F. Zhou, Z. Jiang, Q. Zhang, Y. Wang, C. Shan, L. Li, and H. Zhou, "CANet: Context Aware Network for 3D Brain Glioma Segmentation", IEEE Trans. on Medical Imaging, 40(7), 1763-1777, 2021.
F. Manni, M. Mamprin, R. Holthuizen, C. Shan, G. Burstöm, A. Elmi-Terander, E. Edström, S. Zinger, and P.H.N. de With, "Multi-view 3D skin feature recognition and localization for patient tracking in spinal surgery applications", BioMedical Engineering OnLine, 20, 6, 2021.
X. Hu, Z. Zhang, C. Shan, Z. Wang, L. Wang, and T. Tan, "Meta-USR: A Unified Super-Resolution Network for Multiple Degradation Parameters", IEEE Trans. on Neural Networks and Learning Systems, 32(9), 4151-4165, 2021.
Y.-F. Song, Z. Zhang, C. Shan, and L. Wang, "Richly Activated Graph Convolutional Network for Robust Skeleton-based Action Recognition", IEEE Trans. on Circuits and Systems for Video Technology, 31(5), 1915-1925, 2021.
H. Chen, G. Ding, Z. Lin, Y. Guo, C. Shan, and J. Han, "Image Captioning with Memorized Knowledge", Cognitive Computation, 13, 807-820, 2021.
F. Manni, F. van der Sommen, H. Fabelo, S. Zinger, C. Shan, E. Edström, A. Elmi-Terander, S. Ortega, G.M. Callicó, and P.H.N. de With, "Hyperspectral imaging for glioblastoma surgery: improving tumor identification using a deep spectral-spatial approach", Sensors, 20(23), 6955, 2020.
C. Shan, J. Han, L. Marcenaro, and N. Conci, "Guest Editorial: Computer Vision for Smart Cameras and Camera Networks", IET Computer Vision, 14(7), 415-416, 2020.
C. Shan, V.M. Brea, and S. Velipasalar, "Special issue on smart cameras for real-time image and video processing", Journal of Real-Time Image Processing, 17(6), 1755-1756, 2020.
J. Liu, Z. Zhang, C. Shan, and T. Tan, "Kinematic Skeleton Graph Augmented Network for Human Parsing", Neurocomputing, 413, 457-470, 2020.
F. Manni, F. van der Sommen, S. Zinger, C. Shan, R. Holthuizen, M. Lai, G. Burström, R.J.M. Hoveling, E. Edström, A. Elmi-Terander, and P.H. N. de With, "Hyperspectral imaging for skin feature detection: advances in markerless tracking for spine surgery", Applied Sciences, 10(12), 4078, 2020.
F. Manni, A. Elmi-Terander, G. Burström, O. Persson, E. Edström, R. Holthuizen, C. Shan, S. Zinger, F. van der Sommen, and P.H.N. de With, "Towards optical imaging for spine tracking without markers in navigated spine surgery", Sensors, 20(13), 3641, 2020.
M. Lai, S. Skyrman, C. Shan, D. Babic, R. Homan, E. Edström, O. Persson, G. Burström, A. Elmi-Terander, B.H.W. Hendriks, and P.H.N. de With, "Fusion of augmented reality imaging with the endoscopic view for endonasal skull base surgery; a novel application for surgical navigation based on intraoperative cone beam computed tomography and optical tracking", PLOS ONE, 15(1), e0227312, 2020.
C. Shan, T. Tan, S. Wu, and J. Schnabel, "Guest Editorial: Deep Learning in Ultrasound Imaging", IEEE Journal of Biomedical and Health Informatics, 24(4), 929-930, 2020.
W. Wang and C. Shan, "Impact of Makeup on Remote-PPG Monitoring", Biomedical Physics & Engineering Express, 6(3), 035004, 2020.
Q. Zhang, L. Yao, N. Huang, D. Zhang, C. Shan, and J. Han, "RGB-T Salient Object Detection via Fusing Multi-level CNN Features", IEEE Trans. on Image Processing, 29(1), 3321-3335, 2020.
S.G. Brouwer de Koning, P. Weijtmans, M.B. Karakullukcu, C. Shan, E.J.M. Baltussen, L.A. Smit, R.L.P. van Veen, B.H.W. Hendriks, H.J.C.M. Sterenborg, and T.J.M. Ruers, "Toward assessment of resection margins using hyperspectral diffuse reflection imaging (400-1,700 nm) during tongue cancer surgery", Lasers in Surgery and Medicine, 52(6), 496-502, 2020.
Z. Jia, Z. Zhang, L. Wang, C. Shan, and T. Tan, "Deep Unbiased Embedding Transfer for Zero-Shot Learning", IEEE Trans. on Image Processing, 29(1), 1958-1971, 2020.
Y. Xie, Y. Wang, C. Hu, C. Shan, T. Li, and Y. Hu, "Cross-camera Person Re-identification with Body-guided Attention Network", IEEE Sensors Journal, 20(1), 359-368, 2020.
Y. Liu, J. Han, Q. Zhang, and C. Shan, "Deep Salient Object Detection with Contextual Information Guidance", IEEE Trans. on Image Processing, 29(1), 360-374, 2020.
Y. Sun, W. Wang, X. Long, M. Meftah, T. Tan, C. Shan, R.M. Aarts, and P.H.N. De With, "Respiration monitoring for premature neonates in NICU", Applied Sciences, 9(23), 5246, 2019.
Y. Sun, C. Shan, T. Tan, T. Tong, W. Wang, A. Pourtaherian, and P.H.N. De With, "Detecting Discomfort in Infants through Facial Expressions", Physiological Measurement, 40(11), 115006, 2019.
H. Yang, C. Shan, A.F. Kolen, and P.H.N. de With, "Catheter Localization in 3D Ultrasound Using Voxel-of-Interest-based ConvNets for Cardiac Intervention", International Journal of Computer Assisted Radiology and Surgery, 14(6), 1069-1077, 2019.
H. Yang, C. Shan, A. Pourtaherian, A.F. Kolen, and P.H.N. de With, "Catheter Segmentation in Three-dimensional Ultrasound Images by Feature Fusion and Model Fitting", Journal of Medical Imaging, 6(1), 015001, 2019.
Q. Zhang, Z. Huo, Y. Liu, Y. Pan, C. Shan, and J. Han, "Salient object detection employing a local tree-structured low-rank representation and foreground consistency", Pattern Recognition, 92, pp. 119-134, 2019.
A. Prati, C. Shan, and K. Wang, "Sensors, Vision and Networks: from video surveillance to activity recognition and health monitoring", Journal of Ambient Intelligence and Smart Environments, 11(1), 5-22, 2019
J. Zhang, Y. Li, T. Li, L. Xun, and C. Shan, "License Plate Localization in Unconstrained Scenes Using a Two-Stage CNN-RNN", IEEE Sensors Journal, 19(13), 5256-5265, 2019.
Y. Liu, C. Shan, Q. Gao, X. Gao, J. Han, and R. Cui, "Hyperspectral Image Denoising via Minimizing the Partial Sum of Singular Values and Superpixel Segmentation", Neurocomputing, 330, 465-482, 2019
Y. Sun, C. Shan, T. Tan, X. Long, A. Pourtaherian, S. Zinger, and P.H.N. de With, "Video-Based Discomfort Detection for Infants", Machine Vision and Applications, 30(5), 933-944, 2019
G. Zhang, C. Shan, I. Kirenko, X. Long, and R.M. Aarts, "Hybrid Optical Unobtrusive Blood Pressure Measurements", Sensors, 17(7), 1541, 2017
M. Popa, L.J.M. Rothkrantz, P. Wiggers, and C. Shan, "Assessment of Facial Expressions in Product Appreciation", Neural Network World, 27(3), 197-213, 2017.
R. van Sloun, L. Demi, C. Shan, and M. Mischi, "Ultrasound Coefficient of Nonlinearity Imaging", IEEE Trans. on Ultrasonics, Ferroelectrics and Frequency Control, 62(7), 1331-1341, 2015.
L. Demi, R.J.G van Sloun, C. Shan, M. Verweij, and M. Mischi, "Ultrasound imaging of the coefficient of nonlinearity", The Journal of the Acoustical Society of America, 138(3), 1883, 2015.
T. Bouwmans, J. Gonzàlez, C. Shan, M. Piccardi, and L. Davis, "Special issue on background modeling for foreground detection in real-world dynamic scenes", Machine Vision and Applications, 25(5), 1101-1103, 2014.
M. Popa, L. Rothkrantz, P. Wiggers, and C. Shan, "Shopping Behavior Representation using a Language Model Analogy", Pattern Recognition Letters, 34(15), 1879-1889, 2013.
M. Wang, X. Gao, Y. Yang, and C. Shan, "Indexing of Large-Scale Multimedia Signals", Signal Processing, 93(8), 2109-2110, 2013.
M. Popa, L. Rothkrantz, C. Shan, T. Gritti, and P. Wiggers, "Semantic Assessment of Shopping Behavior Using Trajectories, Shopping Related Actions, and Context Information", Pattern Recognition Letters, 34(7), 809-819, 2013.
L.P.J. Vosters, C. Shan, and T. Gritti, "Real-time Robust Background Subtraction under Rapidly Changing Illumination Conditions", Image and Vision Computing, 30(12), 1004-1015, 2012.
F. Alnajar, C. Shan, T. Gevers, and J.-M. Geusebroek, "Learning-based Encoding with Soft Assignment for Age Estimation under Unconstrained Imaging Conditions", Image and Vision Computing, 30(12), 946-953, 2012.
C. Shan, "Learning Local Binary Patterns for Gender Classification on Real-World Face Images", Pattern Recognition Letters, 33(4), 431-437, 2012.
C. Shan, "Smile Detection by Boosting Pixel Differences", IEEE Trans. on Image Processing, 21(1), 431-436, 2012.
D. Huang, C. Shan, M. Ardabilian, Y. Wang, and L. Chen, "Local Binary Patterns and Its Applications to Facial Image Analysis: A Survey", IEEE Trans. on Systems, Man, and Cybernetics - Part C: Applications and Reviews, 41(6), 765-781, 2011.
R. Chellappa, A. Cavallaro, Y. Wu, C. Shan, Y. Fu, and K. Pulli, "Special Issue on Video Analysis on Resource-Limited Systems", IEEE Trans. on Circuits and Systems for Video Technology, 21(10), 1349-1352, 2011.
M.C. Popa, L.J.M. Rothkrantz, D. Datcu, P. Wiggers, R. Braspenning, and C. Shan, "A Comparative Study of HMMs and DBNs Applied to Facial Action Units Recognition", Neural Network World, 20(6), 737-760, 2010.
N. Sebe, H. Aghajan, T.S. Huang, N. Magnenat-Thalmann, and C. Shan, "Special Issue on Multimodal Affective Interaction", IEEE Trans. on Multimedia, 12(6), 477-480, 2010.
W. Chen, C. Shan, and G. de Haan, "Optimal Regularization Parameter Estimation for Spectral Regression Discriminant Analysis", IEEE Trans. on Circuits and Systems for Video Technology, 19(12), 1921-1926, 2009.
C. Shan, S. Gong, and P.W. McOwan, "Facial Expression Recognition Based on Local Binary Patterns: A Comprehensive Study", Image and Vision Computing, 27(6), 803-816, 2009.
C. Shan, S. Gong, and P.W. McOwan, "Fusing Gait and Face Cues for Human Gender Recognition", Neurocomputing, 71(10-12), 1931-1938, 2008.
C. Shan, T. Tan, and Y. Wei, "Real-Time Hand Tracking Using A Mean Shift Embedded Particle Filter", Pattern Recognition, 40(7), 1958-1970, 2007.
Conference Papers
J. Zhang, C. Shan, and J. Han, "FedGMKD: An Efficient Prototype Federated Learning Framework through Knowledge Distillation and Differential Aggregation", The Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS'24), Vancouver, Canada, 2024.
Y. Li, H. Hao, D. Zhang, H. Fu, M. Liu, C. Shan, Y. Zhao, and J. Zhang, "MPMNet: Modal Prior Mutual-support Network for Age-related Macular Degeneration Classification", International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI'24), Marrakesh, Morocco, 2024.
Y. Bao, H. Zheng, P. Zhang, and C. Shan, "Implicit Feature Augmentation for Cloth-changing Person Re-identification", Chinese Conference on Biometric Recognition (CCBR'24), Nanjing, China, 2024.
Z. Hou, Y. Huang, J. Huang, Y. Lv, N. Zhao, H. Lu, C. Shan, and W. Wang, "Can Pulse Arrival Time Be Used for Cuffless Blood Pressure Estimation? A Clinical Study in ICU", 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'24), Orlando, Florida, USA, 2024.
G. Liao, Y. Huang, H. Lu, C. Shan, and W. Wang, "Wavelength-dependency of PPG Morphological Features for Camera-based Blood Pressure Estimation", IEEE International Conference on E-health Networking, Application & Services (HealthCom'23), Chongqing, China, 2023.
Z. Wang, C. Shan, and W. Wang, "Living-skin Detection using Multi-layer Skin Property Perceived by the Structured Light", 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'23), Sydney, Australia, 2023.
Z. Wang, X. Yang, H. Lu, C. Shan, and W. Wang, "Benchmark of Physiological Model based and Deep Learning based Remote Photoplethysmography in Automotive", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'23), Rhodes Island, Greece, 2023.
G. Liao, C. Shan, and W. Wang, "Comparison of PPG and BCG Features for Camera-based Blood Pressure Estimation by Ice Water Stimulation", IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI'22), Ioannina, Greece, 2022.
W. Zou, X. Qi, Z. Wu, Z. Wang, M. Sun, and C. Shan, "CoCo DistillNet: a Cross-layer Correlation Distillation Network for Pathological Gastric Cancer Segmentation", IEEE International Conference on Bioinformatics and Biomedicine (BIBM'21), Online, 2021.
Q. Li, X. Dong, W. Wang, and C. Shan, "CAS-AIR-3D Face: A Low-Quality, Multi-Modal and Multi-Pose 3D Face Database", International Joint Conference on Biometrics (IJCB'21), Shenzhen, China, 2021.
X. Qi, M. Sun, W. Wang, X. Dong, Q. Li, and C. Shan, "Face Sketch Synthesis via Semantic-Driven Generative Adversarial Network", International Joint Conference on Biometrics (IJCB'21), Shenzhen, China, 2021.
Z. Li, S. Yu, E.G. Reyes, C. Shan, and Y. Li, "Static and Dynamic Features Analysis from Human Skeletons for Gait Recognition", International Joint Conference on Biometrics (IJCB'21), Shenzhen, China, 2021.
K. Zhang, W. Wang, Y. Guo, C. Shan, and L. Wang, "A Comparative Study on Autism Spectrum Disorder Detection via 3D Convolutional Neural Networks", International Workshop on Artificial Intelligence for Healthcare Applications, Milano, Italy, 2021.
F. Manni, C. Cai, F. van der Sommen, S. Zinger, C. Shan, E. Edström, A. Elmi-Terander, H. Fabelo, S. Ortega, G.M. Callicó, and P.H.N. de With, "Hyperspectral imaging for tissue classification in glioblastoma tumor patients: a deep spectral-spatial approach", SPIE Medical Imaging, San Diego, California, USA, 2021.
H. Yang, C. Shan, A.F. Kolen, and P.H.N. de With, "Deep Q-Network-Driven Catheter Segmentation in 3D US by Hybrid Constrained Semi-Supervised Learning and Dual-UNet", International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI'20), Lima, Peru, 2020.
Y.-F. Song, Z. Zhang, C. Shan, and L. Wang, "Stronger, Faster and More Explainable: A Graph Convolutional Baseline for Skeleton-based Action Recognition", ACM International Conference on Multimedia (ACMMM'20), Seattle, USA, 2020.
F. Manni, R. Fonolla, F. van der Sommen, S. Zinger, C. Shan, E. Kho, S.G. Brouwer de Koning, T.J.M. Ruers, and P.H.N. de With, "Hyperspectral imaging for colon cancer classification in surgical specimens: towards optical biopsy during image-guided surgery", International Engineering in Medicine and Biology Conference (EMBC'20), Montréal, Canada, 2020.
M. Lai, S. Skyrman, C. Shan, E. Paulussen, F. Manni, A. Swamy, D. Babic, E. Edström, O. Persson, G. Burström, A. Elmi-Terander, B.H.W. Hendriks, P.H.N. de With, "Automated classification of brain tissue: comparison between hyperspectral imaging and diffuse reflectance spectroscopy", SPIE Medical Imaging, Houston, Texas, USA, 2020. (Poster Award)
L. Min, H. Yang, C. Shan, A.F. Kolen, and P.H.N. de With, "Feasibility study of catheter segmentation in 3D Frustum Ultrasounds by DCNN", SPIE Medical Imaging, Houston, Texas, USA, 2020.
Y. Sun, D. Kommers, T. Tan, W. Wang, X. Long, C. Shan, C. van Pul, R.M. Aarts, P. Andriessen, and P.H.N. de With, "Automated discomfort detection for premature infants in NICU using time-frequency feature-images and CNNs", SPIE Medical Imaging, Houston, Texas, USA, 2020.
H. Yang, C. Shan, T. Tan, A.F. Kolen, and P.H.N. de With, "Transferring from ex-vivo to in-vivo: Instrument Localization in 3D Cardiac Ultrasound Using Pyramid-UNet with Hybrid Loss", International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI'19), Shenzhen, China, 2019. (Oral)
D. Li, Z. Zhang, C. Shan, L. Wang, and T. Tan, "A Comprehensive Study on Large-Scale Person Retrieval in Real Surveillance Scenarios", IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS'19), Taipei, China, 2019.
S. Trajanovski, C. Shan, P.J.C. Weijtmans, S.G. Brouwer de Koning, T.J.M. Ruers, "Tumor Semantic Segmentation in Hyperspectral Images using Deep Learning", International Conference on Medical Imaging with Deep Learning (MIDL'19), London, UK, 2019.
H. Yang, C. C. Shan, A.F. Kolen, and P.H.N. de With, "Efficient Catheter Segmentation in 3D Cardiac Ultrasound Using Slice-based FCN with Deep Supervision and F-score Loss", IEEE International Conference on Image Processing (ICIP'19), Taipei, China, 2019.
H. Yang, C. Shan, A.F. Kolen, and P.H.N. de With, "Automated Catheter Localization in Volumetric Ultrasound Using 3D Patch-wise U-Net with Focal Loss", IEEE International Conference on Image Processing (ICIP'19), Taipei, China, 2019.
Y. Sun, D. Kommers, W. Wang, R. Joshi, C. Shan, T. Tan, R.M. Aarts, C. van Pul, P. Andriessen, and P.H.N. de With, "Automatic and continuous discomfort detection for premature infants in a NICU using video-based motion analysis", International Engineering in Medicine and Biology Conference (EMBC'19), Berlin, Germany, 2019.
F. Manni, X. Liu, R. Holthuizen, S. Zinger, F. van der Sommen, C. Shan, M. Mamprin, G. Burström, A. Elmi-Terander, E. Edstrom, and P.H.N. de With, "Towards non-invasive patient tracking: optical image analysis for spine tracking during spinal surgery procedures", International Engineering in Medicine and Biology Conference (EMBC'19), Berlin, Germany, 2019.
H. Yang, C. Shan, A.F. Kolen, and P.H.N. de With, "Catheter Localization in 3D Ultrasound Using Voxel-of-Interest-based ConvNets for Cardiac Intervention", International Conference on Information Processing in Computer-Assisted Interventions (IPCAI'19), Rennes, France, 2019.
M. Lai, C. Shan, C. Ciuhu-Pijlman, and M.-L. Izamis, "Perfusion Monitoring by Contactless Photoplethysmography Imaging", IEEE International Symposium on Biomedical Imaging (ISBI'19), Venice, Italy, 2019.
P.J.C. Weijtmans, C. Shan, T. Tan, S.G. Brouwer de Koning, and T.J.M. Ruers, "A Dual Stream network for tumor detection in Hyperspectral images", IEEE International Symposium on Biomedical Imaging (ISBI'19), Venice, Italy, 2019.
Y. Sun, D. Kommers, W. Wang, R. Joshi, C. Shan, T. Tan, R.M. Aarts, C. van Pul, P. Andriessen, and P.H.N. de With, "Video-based Discomfort Monitoring for Premature Infants in NICU", IEEE International Symposium on Biomedical Imaging (ISBI'19), Venice, Italy, 2019.
H. Yang, C. Shan, A.F. Kolen, and P.H.N. de With, "Improving Catheter Segmentation & Localization In 3D Cardic Ultrasound Using Direction-Fused FCN", IEEE International Symposium on Biomedical Imaging (ISBI'19), Venice, Italy, 2019.
M. Lai, C. Shan, D. Babic, R. Homan, A. Elmi-Terander, E. Edstrom, O. Persson, G. Burstrom, and P.H.N. de With, "Image Fusion on Endoscopic Views for Endo-nasal Skull-base Surgery", SPIE Medical Imaging, San Diego, California, USA, 2019.
F. Manni, F. van der Sommen, S. Zinger, E. Kho, S.G. Brouwer de Koning, T.J.M. Ruers, C. Shan, J. Schleipen, and P.H.N. de With, "Automated tumor assessment of squamous cell carcinoma on tongue cancer patients with hyperspectral imaging", SPIE Medical Imaging, San Diego, California, USA, 2019.
H. Yang, C. Shan, A.F. Kolen, and P.H.N. de With, "Catheter Detection in 3D Ultrasound By CNN", The Netherlands Conference on Computer Vision (NCCV'18), Eindhoven, The Netherlands, 2018.
M. Lai, C. Shan, and P.H.N. de With, "Hand-Eye Camera Calibration with an Optical Tracking System", ACM International Conference on Distributed Smart Cameras (ICDSC'18), Eindhoven, The Netherlands, 2018.
M. Lai, C. Shan, and B.H.W. Hendriks, "Image Fusion on Endoscopic View", European Optical Society Biennial Meeting (EOSAM'18), Delft, The Netherlands, 2018.
H. Yang, C. Shan, A.F. Kolen, and P.H.N. de With, "Catheter Detection in 3D Ultrasound Using Triplanar-based Convolutional Neural Networks", IEEE International Conference on Image Processing (ICIP'18), Athens, Greece, 2018.
F. Manni, M. Mamprin, S. Zinger, C. Shan, R. Holthuizen, and P.H.N. de With, "Multispectral Image Analysis for Patient Tissue Tracking During Complex Interventions", IEEE International Conference on Image Processing (ICIP'18), Athens, Greece, 2018.
H. Yang, A. Pourtaherian, C. Shan, A.F. Kolen, and P.H.N. de With, "Feature Study on Catheter Detection in Three-Dimensional Ultrasound", SPIE Medical Imaging, Houston, USA, 2018.
G. Zhang, I. Kirenko, C. Shan, and R.M. Aarts, "Blood Pressure Measurement by a Wrist Watch", Dutch Bio-Medical Engineering Conference, Egmond aan Zee, The Netherlands, 2017.
R.J.G van Sloun, L. Demi, C. Shan, and M. Mischi, "Imaging the Ultrasonic Coefficient of Nonlinearity: The impact of speed of sound variations", IEEE International Ultrasonics Symposium, Taipei, Taiwan, 2015.
R.J.G van Sloun, L. Demi, C. Shan, and M. Mischi, "Ultrasonic Coefficient of Nonlinearity Imaging for Cardiac Ablation Monitoring", IEEE WESYP Congress, Eindhoven, The Netherlands, 2015. (Best Poster Award)
D. Haines, E. Harks, H. Belt, S. Deladi, C. Shan, W. Stoffregen, D. Rankin, D. Cockayne, J. Cefalu, and M. Wright, "Rate of Lesion Growth Determined by Real Time Intra-Tissue Visualization In Vivo", Heart Rhythm, 2014
P. Dadlani, T. Gritti, C. Shan, B. De Ruyter, and P. Markopoulos, "SoPresent: an awareness system for connecting remote households", European Conference on Ambient Intelligence, Eindhoven, The Netherlands, 2014.
J. Luo, C. Shan, L. Shao, and M. Etoh, "The Third ACM International Workshop on Interactive Multimedia on Mobile and Portable Devices", ACM International Conference on Multimedia, Barcelona, Spain, 2013.
F. Alnajar, C. Shan, and T. Gevers, "Soft Encoding for Real-Life Age Estimation", ICT.OPEN, Rotterdam, The Netherlands, 2012. (Poster Award)
L. Shao, C. Shan, and M. Etoh, "The Second ACM International Workshop on Interactive Multimedia on Mobile and Portable Devices", ACM International Conference on Multimedia, Nara, Japan, 2012.
M. Popa, L. Rothkrantz, C. Shan, and P. Wiggers, "Assessment of Customers' Level of Interest", IEEE International Conference on Image Processing (ICIP'12), Orlando, Florida, USA, 2012. (Press: NewScientist)
X. Jin, A. Heinrich, C. Shan, and G. de Haan, "Shared-bed Person Segmentation based on Motion Estimation", IEEE International Conference on Image Processing (ICIP'12), Orlando, Florida, USA, 2012.
J. Luo, C. Shan, L. Shao, and M. Etoh, "ACM International Workshop on Interactive Multimedia on Mobile and Portable Devices (IMMPD'11)", ACM International Conference on Multimedia, Scottsdale, Arizona, USA, 2011.
M. Popa, L. Rothkrantz, C. Shan, P. Wiggers, and A. Kemal-Koc, "Kinect Sensing of Shopping related Actions", International Workshop on Interactive Human Behavior Analysis in Open or Public Spaces, Amsterdam, The Netherlands, 2011.
M. Popa, T. Gritti, L. Rothkrantz, C. Shan, and P. Wiggers, "Detecting Customers' Buying Behavior on a Real-life Database", International Conference on Computer Analysis of Images and Patterns (CAIP'11), Seville, Spain, 2011.
C. Shan, "Towards Demographic Classification in Unconstrained Environments", International Workshop on Computer Vision Applications, Eindhoven, The Netherlands, 2011.
M. Popa, L. Rothkrantz, C. Shan, T. Gritti, and P. Wiggers, "Automatic Assessment of Customers' Buying Behavior", International Workshop on Computer Vision Applications, Eindhoven, The Netherlands, 2011.
C. Shan, "An Efficient Approach to Smile Detection", International Workshop on Facial and Bodily Expressions for Control and Adaptation of Games, Santa Barbara, California, USA, 2011.
M. Popa, L. Rothkrantz, A. Kemal Koc, P. Wiggers, C. Shan, and R. Braspenning, "Automatic Assessment of Car Driver Behavior", Driver Car Interaction & Interface, Prague, Czech Republic, 2010.
C. Shan, "Gender Classification on Real-Life Faces", Advanced Concepts for Intelligent Vision Systems (ACIVS'10), Sydney, Australia, 2010.
M. Popa, L. Rothkrantz, P. Wiggers, R. Braspenning, and C. Shan, "Toward Automatic Shopping Behavior Assessment", D-CIS Human Factors Event, Delft, The Netherlands, 2010.
C. Shan, "Learning Local Features for Age Estimation on Real-life Faces", ACM International Workshop on Multimodal Pervasive Video Analysis, Florence, Italy, 2010.
L.P.J. Vosters, C. Shan, and T. Gritti, "Background Subtraction under Sudden Illumination Changes", IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS'10), Boston, USA, 2010.
M. Popa, L. Rothkrantz, Z. Yang, P. Wiggers, R. Braspenning, and C. Shan, "Analysis of Shopping Behavior based on Surveillance System", IEEE International Conference on Systems, Man, and Cybernetics (SMC'10), Istanbul, Turkey, 2010.
M. Pijl, S. van de Par, C. Shan, "An Event-based Approach to Multi-modal Activity Modeling and Recognition", IEEE International Conference on Pervasive Computing and Communications (PerCom'10), Mannheim, Germany, 2010.
L. Shao, C. Shan, J. Luo, and M. Etoh, "1st ACM international workshop on interactive multimedia for consumer electronics (IMCE'09)", ACM International Conference on Multimedia, Beijing, China, 2009.
J. Rong, T. Gritti, and C. Shan, "Upscaling Faces for Recognition Systems Using Trained Filters", ACM International Workshop on Interactive Multimedia for Consumer Electronics, in conjunction with ACM Multimedia'09, Beijing, China, 2009.
Y. Geng, C. Shan and P. Hao, "Square Loss based Regularized LDA for Face Recognition Using Image Sets", IEEE Computer Society Workshop on Biometrics, in conjunction with CVPR'09, Miami, USA, 2009.
C. Shan and W. Chen, "Head Pose Estimation Using Spectral Regression Discriminant Analysis", IEEE International Workshop on CVPR for Human Communicative Behavior Analysis, in conjunction with CVPR'09, Miami, USA, 2009.
C. Shan and T. Gritti, "Learning Discriminative LBP-Histogram Bins for Facial Expression Recognition", British Machine Vision Conference (BMVC'08), Leeds, UK, 2008.
A. Abbo, A. Ganesh, V. Jeanne, C. Shan, R. Braspenning, M. Ouwerkerk, and H. Corporaal, "Mapping Facial Expression Recognition Algorithms on a Low-Power Smart Camera", ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC'08), Stanford University, California, USA, 2008.
T. Gritti, C. Shan, V. Jeanne, and R. Braspenning, "Local Features based Facial Expression Recognition with Face Registration Errors", IEEE International Conference on Automatic Face & Gesture Recognition (FG'08), Amsterdam, The Netherlands, 2008.
S. Gong, C. Shan, and T. Xiang, "Visual inference of human emotion and behaviour", ACM International Conference on Multimodal Interfaces (ICMI'07), Nagoya, Japan, 2007.
C. Shan, S. Gong, and P.W. McOwan, "Capturing Correlations Among Facial Parts for Facial Expression Analysis", British Machine Vision Conference (BMVC'07), Warwick, UK, 2007.
C. Shan, S. Gong, and P.W. McOwan, "Learning Gender from Human Gaits and Faces", IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS'07), London, UK, 2007.
C. Shan, S. Gong, and P.W. McOwan, "Beyond Facial Expressions: Learning Human Emotion from Body Gestures", British Machine Vision Conference (BMVC'07), Warwick, UK, 2007.
C. Shan, S. Gong, and P.W. McOwan, "Dynamic Facial Expression Recognition Using A Bayesian Temporal Manifold Model", British Machine Vision Conference (BMVC'06), Edinburgh, UK, 2006.
C. Shan, S. Gong, and P.W. McOwan, "A Comprehensive Empirical Study on Linear Subspace Methods for Facial Expression Analysis", IEEE International Workshop on Vision for Human-Computer Interaction, in conjunction with CVPR'06, New York, USA, 2006.
C. Shan, S. Gong, and P.W. McOwan, "Appearance Manifold of Facial Expression", in N. Sebe, M. S. Lew and T. S. Huang (Eds.), Computer Vision in Human-Computer Interaction, Lecture Notes in Computer Science, 3766, 221-230, Springer, 2005.
C. Shan, S. Gong, and P.W. McOwan, "Conditional Mutual Information Based Boosting for Facial Expression Recognition", British Machine Vision Conference (BMVC'05), Oxford, UK, 2005.
C. Shan, S. Gong, and P.W. McOwan, "Recognizing Facial Expressions at Low Resolution", IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS'05), Como, Italy, 2005.
C. Shan, S. Gong, and P.W. McOwan, "Robust Facial Expression Recognition Using Local Binary Patterns", IEEE International Conference on Image Processing (ICIP'05), Genova, Italy, 2005.
C. Shan, Y. Wei, X. Qiu and T. Tan, "Gesture Recognition Using Temporal Template Based Trajectories", International Conference on Pattern Recognition (ICPR'04), Cambridge, UK, 2004.
C. Shan, Y. Wei, T.Tan and F. Ojardias, "Real Time Hand Tracking by Combining Particle Filtering and Mean Shift", IEEE International Conference on Automatic Face and Gesture Recognition (FG'04), Seoul, South Korea, 2004.