Publication

Journal Articles

1. Jiachen Chen, Mengyang Li, Hu Han, Zhiming Zhao, and Xilin Chen. SurgNet: Self-supervised pretraining with semantic consistency for vessel and instrument segmentation in surgical images, IEEE Transactions on Medical Imaging (TMI), 2023. (accepted)

2. Shikang Yu, Hu Han, Shiguang Shan, and Xilin Chen. CMOS-GAN: Semi-supervised Generative Adversarial Model for Cross-Modality Face Image Synthesis, IEEE Transactions on Image Processing (TIP), vol. 32, pp. 144-158, 2023.

3. Xuri Ge, Joemon M. Jose, Pengcheng Wang, Arunachalam Iyer, Xiao Liu, and Hu Han. ALGRNet: Multi-Relational Adaptive Facial Action Unit Modelling for Face Representation and Relevant Recognitions. IEEE Transactions on Biometrics, Behavior, and Identity Science (TBIOM), vol. 5, no. 4, pp. 566-578, Oct. 2023.

4. Zhuming Wang, Yaowen Xu, Lifang Wu, Hu Han, Yukun Ma, and Zun Li. Improving Face Anti-Spoofing via Advanced Multi-Perspective Feature Learning, ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), vol. 19, no. 6, pp 1–18, Nov. 2023.

5. Pengchong Qiao, Han Li, Guoli Song, Hu Han, Zhiqiang Gao, Yonghong Tian, Yongsheng Liang, Xi Li, S. Kevin Zhou, and Jie Chen. Semi-supervised CT Lesion Segmentation Using Uncertainty-based Data Pairing and SwapMix, IEEE Transactions on Medical Imaging (TMI), vol. 42, no. 5, pp. 1546-1562, May 2023.

6. Abhijit Das, Xuesong Niu, Antitza Dantcheva, S L Happy, Hu Han, Radia Zeghari, Philippe Robert, Shiguang Shan, Francois Bremond, and Xilin Chen. A Spatio-temporal Approach for Apathy Classification, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 32, no. 5, pp. 2561 - 2573, May 2022.

7. Mengyao Lyu, Hu Han, and Xiangzhi Bai. Zero-Shot Embedding via Regularization-Based Recollection and Residual Familiarity Processes, IEEE Transactions on Systems, Man, and Cybernetics: Systems (TSMC), vol. 52, no. 11, pp. 6852-6869, Nov. 2022.

8. Haomiao Sun, Hongyu Pan, Hu Han, and Shiguang Shan. Deep Conditional Distribution Learning for Age Estimation, IEEE Transactions on Information Forensics and Security (TIFS), vol. 16, pp. 4679-4690, 2021. [code]

9. Guoqing Wang, Hu Han, Shiguang Shan, and Xilin Chen. Unsupervised Adversarial Domain Adaptation for Cross-domain Face Presentation Attack Detection, IEEE Transactions on Information Forensics and Security (TIFS), vol. 16, pp. 56-69, 2021. [code]

10. Jiancheng Cai, Hu Han, Jiyun Cui, Jie Chen, Li Liu, and S. Kevin Zhou. Semi-supervised Natural Face De-occlusion, IEEE Transactions on Information Forensics and Security (TIFS), vol. 16, pp. 1044-1057, 2021. [code]

11. Yisheng Zhu, Hu Han, Guangcan Liu, Qingshan Liu. Collaborative Local-global Learning for Temporal Action Proposal, ACM Transactions on Intelligent Systems and Technology (TIST), vol. 12, no. 5, pp. 1-14, Sept. 2021.

12. Pengbo Liu, Hu Han, Yuanqi Du, Heqin Zhu, Yinhao Li, Feng Gu, Honghu Xiao, Jun Li, Chunpeng Zhao, Li Xiao, Xinbao Wu, and S. Kevin Zhou. Deep Learning to Segment Pelvic Bones: Large-scale CT Datasets and Baseline Models, International Journal of Computer Assisted Radiology and Surgery (IJCARS), vol. 16, pp. 749–756, 2021. [dataset]

13. Z. Sun, et al. Overview of biometrics research, Journal of Image and Graphics (CJIG), vol. 26, no. 6, pp. 33-42, pp. 1254-1329, Jun. 2021.

14. Hao Lu and Hu Han. NAS-HR: Search of Neural Architecture for Heart-rate Estimation from Face Videos, Virtual Reality & Intelligent Hardware (VRIH), vol. 3, no. 1, pp. 33-42, Feb. 2021. [code]

15. Xuesong Niu, Hu Han, and Shiguang Shan. Remote Photoplethysmography-based Physiological Measurement: A Survey, Journal of Image and Graphics (JIG), vol. 25, no. 11, pp. 2321-2336, Nov. 2020. [paper in Chinese]

16. Xuesong Niu, Shiguang Shan, Hu Han, and Xilin Chen. RhythmNet: End-to-end Heart Rate Estimation from Face via Spatial-temporal Representation, IEEE Transactions on Image Processing (TIP), vol. 29. no. 1, pp. 2409-2423, Dec. 2020. [VIPL-HR-V1, VIPL-HR-V2]

17. Han Li, Hu Han, Zeju Li, Lei Wang, Zhe Wu, Jingjing Lu, and S. Kevin Zhou. High-Resolution Chest X-ray Bone Suppression Using Unpaired CT Structural Priors, IEEE Transactions on Medical Imaging (TMI), vol. 39, no. 10, pp. 3053-3063, Oct. 2020. [code]

18. Jiancheng Cai, Hu Han, Shiguang Shan, and Xilin Chen. FCSR-GAN: Joint Face Completion and Super-resolution via Multi-task Learning, IEEE Transactions on Biometrics, Behavior, and Identity Science (TBIOM), vol. 2, no. 2, pp. 109-121, Apr. 2020. [code]

19. Hu Han, Jie Li, Anil K. Jain, Shiguang Shan, and Xilin Chen. Tattoo Image Search at Scale: Joint Detection and Compact Representation Learning, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 41. no. 10, pp. 2333-2348, Oct. 2019. [paper] [WebTattoo] [WebTattoo_Sketches]

20. Junhua Gu, Chuanxin Lan, Wenbai Chen, and Hu Han. Joint pedestrian and body part detection via semantic relationship learning, Applied Sciences, vol. 9, no. 4, pp. 752, Feb. 2019.

21. Hu Han, Anil K. Jain, Fang Wang, Shiguang Shan, and Xilin Chen. Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 40, no. 11, pp. 2597-2609, Nov. 2018. [paper][demo][LFWA+ dataset]

22. Keyurkumar Patel, Hu Han, and Anil K. Jain. Secure Face Unlock: Spoof Detection on Smartphones, IEEE Transactions on Information Forensics and Security (TIFS), vol. 11, no. 10, pp. 2268-2283, Oct. 2016. [paper][USSA dataset]

23. Hu Han, Charles Otto, Xiaoming Liu, and Anil K. Jain. Demographic Estimation from Face Images: Human vs. Machine Performance, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 37, no. 6, pp. 1148-1161, Jun. 2015. [paper][LFW frontal dataset]

24. Di Wen, Hu Han, and Anil K. Jain. Face Spoof Detection with Image Distortion Analysis, IEEE Transactions on Information Forensics and Security (TIFS), vol. 10, no. 4, pp. 746-761, Apr. 2015. [paper][MFSD dataset][demo video]

25. Scott Klum, Hu Han, Brendan Klare, and Anil K. Jain. The FaceSketchID System: Matching Facial Composites to Mugshots. IEEE Transactions on Information Forensics and Security (TIFS), vol. 9, no. 12, pp. 2248-2263, Dec. 2014. [paper][dataset]

26. Lacey Best-Rowden, Hu Han, Charles Otto, Brendan Klare, and Anil K. Jain. Unconstrained Face Recognition: Identifying a Person of Interest from a Media Collection, IEEE Transactions on Information Forensics and Security (TIFS), vol. 9, no. 12, pp. 2144-2157, Dec. 2014. [paper][dataset]

27. Dongoh Kang, Hu Han, Anil K. Jain, and Seong-Whan Lee. Nighttime Face Recognition at Large Standoff: Cross-Distance and Cross-Spectral Matching, Pattern Recognition (P.R.), vol. 47, no. 12, pp. 3750-3766, Dec. 2014. [paper][dataset]

28. Hu Han, Shiguang Shan, Xilin Chen, and Wen Gao. A Comparative Study on Illumination Preprocessing in Face Recognition. Pattern Recognition (P.R.), vol. 46, no. 6, pp. 1691-1699, Jun. 2013. [paper][code]

29. Hu Han, Brendan Klare, Kathryn Bonnen, and Anil K. Jain. Matching Composite Sketches to Face Photos: A Component Based Approach. IEEE Transactions on Information Forensics and Security (TIFS), vol. 8, no. 1, pp. 191-204, Jan. 2013. [paper][dataset]

30. Changhong Liu, Wenfeng Chen, Hu Han, and Shiguang Shan. Effects of Image Preprocessing on Face Matching and Recognition in Human Observers. Applied Cognitive Psychology, vol. 27, no. 6, pp. 718-724, Nov. 2013.

31. Hu Han, Shiguang Shan, Xilin Chen, and Wen Gao. A Lighting Normalization Approach Exploiting Face Symmetry. Journal of Computer Research and Development, vol. 50, no. 4, pp. 767-775, 2013. (in Chinese)

Conference Papers

1. Yewei Zhao, Hu Han, Shiguang Shan, and Xilin Chen. Deep subdomain alignment for cross-domain image classification, IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, Hawaii, Jan. 1-8, 2024. (accepted)

2. Yifan Li, Hu Han, Shiguang Shan, Zhilong Ji, Jinfeng Bai, and Xilin Chen. ReCoT: Regularized Co-training for Facial Action Unit Recognition with Noisy Labels. British Machine Vision Conference (BMVC), pp. 1-13, Aberdeen, UK, Nov. 20-24, 2023.

3. Yisheng Zhu, Hu Han, Zhengtao Yu, and Guangcan Liu. Modeling the Relative Visual Tempo for Self-supervised Skeleton-based Action Recognition, IEEE/CVF International Conference on Computer Vision (ICCV), pp. 13913-13922, Paris, France, Oct. 2-6, 2023.

4. Yifan Li, Hu Han, Shiguang Shan, and Xilin Chen. DISC: Learning from Noisy Labels via Dynamic Instance-Specific Selection and Correction. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 24070-24079, Vancouver, Canada, Jun. 18-22, 2023.

5. Shikang Yu, Jiachen Chen, Hu Han, and Shuqiang Jiang. Data-Free Knowledge Distillation via Feature Exchange and Activation Region Constraint. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 24266-24275, Vancouver, Canada, Jun. 18-22, 2023.

6. Haomiao Sun, Shiguang San, and Hu Han. Intrinsic Imaging Model Enhanced Contrastive Face Representation Learning, IEEE International Conference on Automatic Face and Gesture Recognition (FG), pp. 1-8, Hawaii, USA, Jan. 5-8, 2023.

7. Han Li, Long Chen, Hu Han, and S. Kevin Zhou. SATr: Slice Attention with Transformer for Universal Lesion Detection. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp. 163-174, Singapore, Sept. 18-22, 2022.

8. Jinsong Chen, Hu Han, and Shiguang Shan. Towards High-fidelity Face Self-occlusion Recovery via Multi-view Residual-based GAN Inversion, AAAI Conference on Artificial Intelligence (AAAI), vol. 36, no. 1, pp. 294-302, Feb. 22-Mar. 1, 2022. (virtual, acceptance rate: 15%)

9. Yang Lin, Hu Han, and S. Kevin Zhou. Deep Non-linear Embedding Deformation Network for Cross-modal Brain MRI Synthesis. IEEE International Symposium on Biomedical Imaging (ISBI), pp. 1-5, Kolkata, India, Mar. 28-31, 2022.

10. Yuanqi Du, Quan Quan, Hu Han, and S. Kevin Zhou. Semi-supervised Pseudo-healthy Image Synthesis via Confidence Augmentation, IEEE International Symposium on Biomedical Imaging (ISBI), pp. 1-5, Kolkata, India, Mar. 28-31, 2022.

11. Abhijit Das, Hao Lu, Hu Han, Antitza Dantcheva, Shiguang Shan, and Xilin Chen. BVPNet: Video-to-BVP Signal Prediction for Remote Heart Rate Estimation, IEEE International Conference on Automatic Face and Gesture Recognition (FG), pp. 1-8, Dec. 15-18, 2021. (virtual, oral)

12. Xuri Ge, Pengcheng Wang, Hu Han, Joemon Jose, Zhilong Ji, Zhongqin Wu, and Xiao Liu. Local Global Relational Network for Facial Action Units Recognition, IEEE International Conference on Automatic Face and Gesture Recognition (FG), pp. 1-8, Dec. 15-18, 2021. (virtual, oral)

13. Han Li, Long Chen, Hu Han, Ying Chi, and S. Kevin Zhou. Conditional Training with Bounding Map for Universal Lesion Detection. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp. 141-152, Sept. 27-Oct. 1, 2021. (virtual)

14. Wen Tang, Han Kang, Pengxin Yu, Rongguo Zhang, Ying Cao, Hu Han, and Kuan Chen. M-SEAM-NAM: Multi-instance Self-supervised Equivalent Attention Mechanism with Neighborhood Affinity Module for Doubly Weakly Supervised Segmentation of COVID-19, International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp. 262-272, Sept. 27-Oct. 1, 2021. (virtual)

15. Hao Lu, Hu Han, and S. Kevin Zhou. Dual-GAN: Joint BVP and Noise Modeling for Remote Physiological Measurement, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp.12404-12413, Jun. 19-25, 2021. (virtual)

16. Xiaobai Li, Haomiao Sun, Zhaodong Sun, Hu Han, Antitza Dantcheva, Shiguang Shan, and Guoying Zhao. The 2nd Challenge on Remote Physiological Signal Sensing (RePSS), IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, pp. 2404-2413, Oct. 11-17, Oct. 2021.

17. Zhuming Wang, Yaowen Xu, Lifang Wu, Hu Han, Yukun Ma, and Guozhang Ma. Multi-perspective Features Learning for Face Anti-spoofing. IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, pp. 4116-4122, Oct. 11-17, Oct. 2021. (Best Paper Award)

18. Yaowen Xu, Zhuming Wang, Hu Han, Lifang Wu, and Yongluo Liu. Exploiting Non-uniform Inherent Cues to Improve Presentation Attack Detection, IEEE International Joint Conference on Biometrics (IJCB), Aug. 4-7, 2021.

19. Ruochen Gao, Zhihui Hou, Jun Li, Hu Han, Bin Lu, and S. Kevin Zhou. Joint Coronary Lumen Segmentation and Centerline Extraction from CCTA Using CNNTracker and Vascular Graph Convolutional Network. IEEE International Symposium on Biomedical Imaging (ISBI), pp. 1-5, Apr. 13-16, 2021.

20. Ruochen Gao, Yang Gao, Hu Han, S. Kevin Zhou, Bin Lu. Cardiac Event Prediction by Evaluating Variation of Perivascular Adipose Tissue in Serial Coronary CT Angiography. European Congress of Radiology (ECR), Vienna, Austria, Mar. 3-7, 2021.

21. Xuesong Niu, Zitong Yu, Hu Han, Xiaobai Li, Shiguang Shan, Guoying Zhao. Video-based Remote Physiological Measurement via Cross-verified Feature Disentangling. European Conference on Computer Vision (ECCV), pp. 1-16, Glasgow, United Kingdom, Aug. 23-28, 2020. (virtual) (Oral) [code]

22. Han Li, Hu Han, and S. Kevin Zhou. Bounding Maps for Universal Lesion Detection. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp. 417-428, Lima, Peru, Oct. 4-8, 2020. (virtual) [code]

23. Qingsong Yao, Zecheng He, Hu Han, and S. Kevin Zhou. Miss the Point: Targeted Adversarial Attack on Multiple Landmark Detection. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp. 692-702, Lima, Peru, Oct. 4-8, 2020. (virtual) [code]

24. Guoqing Wang, Hu Han, Shiguang Shan, and Xilin Chen. Cross-domain Face Presentation Attack Detection via Multi-domain Disentangled Representation Learning. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 6678-6687, Seattle, Washington, USA, Jun. 14-19, 2020. (virtual)

25. Xiaobai Li, Hu Han, Hao Lu, Xuesong Niu, Zitong Yu, Antitza Dantcheva, Guoying Zhao, Shiguang Shan. The 1st Challenge on Remote Physiological Signal Sensing (RePSS), IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, pp. 1-8, Seattle, Washington, USA, Jun. 14-19, 2020. (virtual)

26. Xuesong Niu, Hu Han, Shiguang Shan, and Xilin Chen. Multi-label Co-regularization for Semi-supervised Facial Action Unit Recognition, The 33rd Annual Conference on Neural Information Processing Systems (NeurIPS), pp. 909-919, Vancouver, Canada, Dec. 8-14, 2019. [code]

27. Zeju Li, Han Li, Hu Han, Gonglei Shi, Jiannan Wang, and S. Kevin Zhou. Encoding CT Anatomy Knowledge for Unpaired Chest X-ray Image Decomposition, International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp. 275-283, Shenzhen, China, Oct 13-17, 2019. [code]

28. Chao Huang, Hu Han, Qingsong Yao, Shankuan Zhu, and S. Kevin Zhou. 3D U2-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation, International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp. 291-299, Shenzhen, China, Oct 13-17, 2019. [code]

29. Xuesong Niu, Hu Han, Songfan Yang, Yan Huang, and Shiguang Shan. Local Relationship Learning with Person-specific Regularization for Facial Action Unit Detection. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 11917-11926, Long Beach, CA, USA, Jun. 18-20, 2019.

30. Mengying Hu, Hu Han, Shiguang Shan, and Xilin Chen. Weakly Supervised Image Classification through Noise Regularization. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 11517-11525, Long Beach, CA, USA, Jun. 18-20, 2019.

31. Guoqing Wang, Chuanxin Lan, Hu Han, Shiguang Shan, and Xilin Chen. Multi-modal Face Presentation Attack Detection via Spatial and Channel Attentions. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, pp. 1-6, Long Beach, CA, USA, Jun. 18-20, 2019. [code]

32. Guoqing Wang, Hu Han, Shiguang Shan, and Xilin Chen. Improving Cross-database Face Presentation Attack Detection via Adversarial Domain Adaptation. IAPR International Conference on Biometrics (ICB), pp. 1-8, Crete, Greece, Jun 4-7, 2019. (Oral)

33. Xuesong Niu, Xingyuan Zhao, Hu Han, Abhijit Das, Antitza Dantcheva, Shiguang Shan, and Xilin Chen. Robust Remote Heart Rate Estimation from Face Utilizing Spatial-temporal Attention. IEEE International Conference on Automatic Face and Gesture Recognition (FG), pp. 1-8, Lille, France, May 14-18, 2019. (Best Poster Award)

34. Jiancheng Cai, Hu Han, Shiguang Shan, and Xilin Chen. FCSR-GAN: End-to-end learning for joint face completion and super-resolution. IEEE International Conference on Automatic Face and Gesture Recognition (FG), pp. 1-8, Lille, France, May 14-18, 2019. (Best Reviewed Papers, Oral)

35. Shiguang Yu, Hu Han, Shiguang Shan, Antitza Dantcheva, and Xilin Chen. Improving Face Sketch Recognition via Adversarial Sketch-Photo Transformation. IEEE International Conference on Automatic Face and Gesture Recognition (FG), pp. 1-8, Lille, France, May 14-18, 2019. (Oral)

36. Xuesong Niu, Hu Han, Shiguang Shan, and Xilin Chen. VIPL-HR: A Multi-modal Database for Pulse Estimation from Less-constrained Face Video. Asian Conference on Computer Vision (ACCV), pp. 562-576, Perth, Australia, Dec. 2-6, 2018. [dataset]

37. Yuanshun Cui, Jie Li, Hu Han, Shiguang Shan, and Xilin Chen. TKDN: Scene Text Detection via Keypoints Detection. Asian Conference on Computer Vision (ACCV), pp. 231-246, Perth, Australia, Dec. 2-6, 2018.

38. Mengying Hu, Hu Han, Shiguang Shan, and Xilin Chen. Multi-label Learning from Noisy Labels with Non-linear Feature Transformation. Asian Conference on Computer Vision (ACCV), pp. 404-419, Perth, Australia, Dec. 2-6, 2018.

39. Abhijit Das, Chiara Galdi, Hu Han, Raghavendra Ramachandra, Jean-Luc Dugelay, Antitza Dantcheva. Recent Advances in Biometric Technology for Mobile Devices. IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS), pp. 1-11, Los Angeles, USA, Oct. 22-25, 2018.

40. Xuesong Niu, Hu Han, Jiabei Zeng, Xuran Sun, Shiguang Shan, Yan Huang, Songfan Yang, and Xilin Chen. Automatic Engagement Prediction with GAP Feature. ACM International Conference on Multimodal Interaction (ICMI), pp. 599-603, Boulder, USA, Oct. 16-20, 2018.

41. Hongyu Pan, Hu Han, Shiguang Shan, and Xilin Chen. Mean-variance Loss for Deep Age Estimation from A Face, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 5285-5294, Salt Lake City, USA, Jun. 18-22, 2018.

41. Xuesong Niu, Hu Han, Shiguang Shan, and Xilin Chen. SynRhythm: Learning a Deep Heart Rate Estimator from General to Specific. International Conference on Pattern Recognition (ICPR), pp. 3580-3585, Beijing, China, Aug. 20-24, 2018.

43. Hongyu Pan, Hu Han, Shiguang Shan, and Xilin Chen. Revised Contrastive Loss for Robust Age Estimation from Face. International Conference on Pattern Recognition (ICPR), pp. 3586-3591, Beijing, China, Aug. 20-24, 2018.

44. Yu Song, Yunshun Cui, Hu Han, Shiguang Shan, and Xilin Chen. Scene Text Detection via Deep Semantic Feature Fusion and Attention-based Refinement. International Conference on Pattern Recognition (ICPR), pp. 3747-3752, Beijing, China, Aug. 20-24, 2018.

45. Jiyun Cui, Hu Han, Shiguang Shan, and Xilin Chen. RGB-D Face Recognition: A Comparative Study of Representative Fusion Schemes. Chinese Conference on Biometric Recognition (CCBR), pp. 358-366, Xinjiang, China, Aug. 11-12, 2018. (Best Poster Paper)

46. Hao Zhang, Hu Han, Jiyun Cui, Shiguang Shan, and Xilin Chen. RGB-D Face Recognition via Deep Complementary and Common Feature Learning, IEEE International Conference on Automatic Face and Gesture Recognition (FG), pp. 8-15, Xi'an, China, May 15-19, 2018. (Oral)

47. Gang Zhang, Hu Han, Shiguang Shan, Xingguang Song, and Xilin Chen. Face Alignment across Large Pose via MT-CNN based 3D Shape Reconstruction, IEEE International Conference on Automatic Face and Gesture Recognition (FG), pp. 210-217, Xi'an, China, May 15-19, 2018. (Oral)

48. Gang Chen, Xufen Cai, Hu Han, Shiguang Shan, and Xilin Chen. HeadNet: Pedestrian Head Detection Utilizing Body in Context, IEEE International Conference on Automatic Face and Gesture Recognition (FG), pp. 556-563, Xi'an, China, May 15-19, 2018.

49. Jiyun Cui, Hao Zhang, Hu Han, Shiguang Shan, and Xilin Chen. Improving 2D Face Recognition via Discriminative Face Depth Estimation, International Conference on Biometrics (ICB), pp. 1-8, Queensland, Australia, Feb. 20-23, 2018. (Oral)

50. Xuesong Niu, Hu Han, Shiguang Shan, and Xilin Chen. Continuous Heart Rate Measurement from Face: A Robust rPPG Approach with Distribution Learning, International Joint Conference on Biometrics (IJCB), pp. 642-650, Denver, USA, Oct. 1-4, 2017.

51. Fang Wang, Hu Han, Shiguang Shan, and Xilin Chen. Deep Multi-Task Learning for Joint Prediction of Heterogeneous Face Attributes, IEEE International Conference on Automatic Face and Gesture Recognition (FG), pp. 173-179, Washington DC, USA, May/Jun., 2017.

52. Sixue Gong, Hu Han, Shiguang Shan, and Xilin Chen. Actions Recognition in Crowd Based on Coarse-to-Fine Multi-Object Tracking, Asian Conference on Computer Vision (ACCV) Workshops, pp. 478-490, Taipei, Taiwan, Nov. 20-24, 2016. (Oral)

53. Keyurkumar Patel, Hu Han, and Anil K. Jain. Cross-Database Face Antispoofing with Robust Feature Representation, Chinese Conference on Biometric Recognition (CCBR), pp. 611-619, Chengdu, China, Oct. 14-16, 2016. (Best Student Paper, Oral)

54. Xin Liu, Shaoxin Li, Meina Kan, Jie Zhang, Shuzhe Wu, Wenxian Liu, Hu Han, Shiguang Shan, and Xilin Chen. AgeNet: Deeply Learned Regressor and Classifier for Robust Apparent Age Estimation. International Conference on Computer Vision (ICCV) Workshops, pp. 258-266, Santiago, Chile, Dec. 11-18, 2015.

55. Keyurkumar Patel, Hu Han, Anil K. Jain, and Greg Ott. Live Face Video vs. Spoof Face Video: Use of Moire Patterns to Detect Replay Video Attacks. IAPR International Conference on Biometrics (ICB), pp. 98-105, Phuket, Thailand, May 19-22, 2015.

56. David Crouse, Hu Han, Deepak Chandra, Brandon Barbello, and Anil K. Jain. Continuous Authentication of Mobile User: Fusion of Face Image and Inertial Measurement Unit Data. IAPR International Conference on Biometrics (ICB), pp. 135-142, Phuket, Thailand, May 19-22, 2015. (Oral)

57. Koichiro Niinuma, Hu Han, and Anil K. Jain. Automatic Multi-view Face Recognition via 3D Model Based Pose Regularization.IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS), pp. 1-8, Washington DC, USA, Sept. 29-Oct. 2, 2013. (Oral)

58. Hu Han, Charles Otto and Anil K. Jain. Age Estimation from Face Images: Human vs. Machine Performance.IAPR International Conference on Biometrics (ICB), pp. 1-8, Madrid, Spain, Jun. 4-7, 2013. (Oral)

59. Hu Han and Anil K. Jain. Tattoo Based Identification: Sketch to Image Matching. IAPR International Conference on Biometrics (ICB), pp. 1-8, Madrid, Spain, Jun. 4-7, 2013. (Oral)

60. Scott Klum, Hu Han, Anil K. Jain, and Brendan Klare. Sketch Based Face Recognition: Forensic vs. Composite Sketches. IAPR International Conference on Biometrics (ICB), pp. 1-8, Madrid, Spain, Jun. 4-7, 2013.

61. Scott Klum, Brendan Klare, Hu Han, and Anil Jain, Sketch Based Face Recognition, IEEE Biometrics Council Newsletter, vol. 6, pp. 4, Jan. 2013.

62. Hu Han, Shiguang Shan, Xilin Chen, Shihong Lao, and Wen Gao. Separability Oriented Preprocessing for Illumination-invariant Face Recognition. European Conference on Computer Vision (ECCV), pp. 307-320, Firenze, Italy, Oct. 7-13, 2012.

63. Charles Otto, Hu Han, and Anil K. Jain. How Does Aging Affect Facial Components? European Conference on Computer Vision (ECCV) Workshops, pp. 189-198, Firenze, Italy, Oct. 7-13, 2012. (Oral)

64. Hu Han and Anil K. Jain. 3D Face Texture Modeling from Uncalibrated Frontal and Profile Images. IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS), pp. 223-230, Washington DC, USA, Sept. 23-26, 2012. (Oral)

65. Hu Han, Shiguang Shan, Laiyun Qing, Xilin Chen, and Wen Gao. Lighting Aware Preprocessing for Face Recognition across Varying Illumination. European Conference on Computer Vision (ECCV), pp. 308-321, Crete, Greece, Sept. 5-11, 2010.

66. Hu Han, Shiguang Shan, Xilin Chen, and Wen Gao. Maximizing Intra-Individual Correlation for Illumination-Insensitive Face Recognition. International Conference on Image Processing (ICIP), pp. 3833-3836, Hong Kong, Sept. 26-29, 2010.

67. Hu Han, Shiguang Shan, Xilin Chen, and Wen Gao. Gray-Scale Super-Resolution for Face Recognition from Low Gray-Scale Resolution Face Images. International Conference on Image Processing (ICIP), pp. 2825-2828, Hong Kong, Sept. 26-29, 2010.

68. Hu Han, Shiguang Shan, Xilin Chen, and Wen Gao. Illumination Transfer Using Homomorphic Wavelet Filtering and Its Application to Light-Insensitive Face Recognition. International Conference on Automatic Face and Gesture Recognition (FG), pp. 1-6, Amsterdam, The Netherlands, Sept. 17-19, 2008.

Technical Reports

1. H. Han, J. Li, A. K. Jain, S. Shan and X. Chen, "Tattoo Image Search at Scale: Joint Detection and Compact Representation Learning", Technical Report, Nov. 2018. [paper]

2. H. Han, A. K. Jain, F. Wang, S. Shan and X. Chen, "Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach", ICT/MSU Technical Report, Mar. 2017. [paper]

3. K. Patel, H. Han and A. K. Jain, "Secure Smartphone Unlock: Robust Face Spoof Detection on Mobile", MSU Technical Report, MSU-CSE-15-15, Oct 21, 2015. [paper]

4. S. Klum, H. Han, B. Klare and A. K. Jain, "The FaceSketchID System: Matching Facial Composites to Mugshots", MSU Technical Report, MSU-CSE-14-6, July 22, 2014. [paper]

5. H. Han and A. K. Jain, "Age, Gender and Race Estimation from Unconstrained Face Images", MSU Technical Report, MSU-CSE-14-5, July 7, 2014. [paper]

6. L. Best-Rowden, H. Han, C. Otto, B. Klare and A. K. Jain, "Unconstrained Face Recognition: Identifying a Person of Interest from a Media Collection", MSU Technical Report, MSU-CSE-14-1, March 17, 2014. [paper]