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Associate Research Fellow (Associate Professor)  |  Chen, Jun-Cheng  
 
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Publications
 
Journal Articles
 
1. Jiun-Da Lin, Yue-Hua Han, Po-Han Huang, Julianne Tan, Jun-Cheng Chen, M. Tanveer, Kai-Lung Hua, "DEFAEK: Domain Effective Fast Adaptive Network for Face Anti-Spoofing," Neural Networks, volume 161, pages 83-91, April 2023.
2. Jiun-Da Lin, Hung-Hsiang Lin, Jilyan Dy, Jun-Cheng Chen, M. Tanveer, Imran Razzak, Kai-Lung Hua, "Lightweight Face Anti-Spoofing Network for Telehealth Applications," IEEE Journal of Biomedical and Health Informatics, volume 26, number 5, pages 1987 - 1996, August 2022.
3. Ching-Hao Wang, Kang-Yang Huang, Yao Yi, Jun-Cheng Chen, Hong-Han Shuai, and Wen-Huang Cheng, "Lightweight Deep Learning: An Overview," IEEE Consumer Electronics Magazine, volume -, number -, pages 1 - 12, June 2022.
4. Hung-Hsiang Lin, Jiun-Da Lin, Jose Jaena Mari Ople, Jun-Cheng Chen, and Kai-Lung Hua, "Social Media Popularity Prediction based on Multi-modal Self-Attention Mechanisms," IEEE Access, volume 10, pages 4448 - 4455, December 2021.
5. Chien-Wen Chen, Min-Chun Hu, Wei-Ta Chu, Jun-Cheng Chen, "A Real-Time Sculpting and Terrain Generation System for Interactive Content Creation," IEEE Access, volume 9, pages 114914 - 114928, August 2021.
6. Jingxiao Zheng, Rajeev Ranjan, Ching-Hui Chen, Jun-Cheng Chen, Carlos D Castillo, Rama Chellappa, "An Automatic System for Unconstrained Video-based Face Recognition," IEEE Transactions on Biometrics, Behavior, and Identity Science, volume 2, number 3, pages 194-209, July 2020.
7. Boyu Lu, Jun-Cheng Chen, Rama Chellappa, "UID-GAN: Unsupervised Image Deblurring via Disentangled Representations," IEEE Transactions on Biometrics, Behavior, and Identity Science, volume 2, number 1, pages 26-39, January 2020.
8. Matthew Q. Hill, Connor J. Parde, Carlos D. Castillo, Y. Ivette Colón, Rajeev Ranjan, Jun-Cheng Chen, Volker Blanz, and Alice J. O’Toole., "Deep Convolutional Neural Networks In the Face of Caricature," Nature Machine Intelligence, volume 1, number 11, pages 522--529, November 2019.
9. Rajeev Ranjan, Ankan Bansal, Jingxiao Zheng, Hongyu Xu, Joshua Gleason, Boyu Lu, Anirudh Nanduri, Jun-Cheng Chen, Carlos D Castillo, Rama Chellappa, "A Fast and Accurate System for Face Detection, Identification, and Verification," IEEE Transactions on Biometrics, Behavior, and Identity Science, volume 1, number 2, pages 82-96, April 2019.
10. Boyu Lu, Jun-Cheng Chen, Carlos D Castillo, Rama Chellappa, "An Experimental Evaluation of Covariates Effects on Unconstrained Face Verification," IEEE Transactions on Biometrics, Behavior, and Identity Science, volume 1, number 1, pages 42-55, January 2019.
11. Wei-An Lin, Jun-Cheng Chen, Rajeev Ranjan, Ankan Bansal, Swami Sankaranarayanan, Carlos D Castillo, Rama Chellappa, "Proximity-Aware Hierarchical Clustering of Unconstrained Faces," Image and Vision Computing, volume 77, pages 33-44, September 2018.
12. P Jonathon Phillips, Amy N Yates, Ying Hu, Carina A Hahn, Eilidh Noyes, Kelsey Jackson, Jacqueline G Cavazos, Géraldine Jeckeln, Rajeev Ranjan, Swami Sankaranarayanan, Jun-Cheng Chen, Carlos D Castillo, Rama Chellappa, David White, Alice J O’Toole, "Face Recognition Accuracy of Forensic Examiners, Superrecognizers, and Face Recognition Algorithms," Proceedings of the National Academy of Sciences, volume 115, number 24, pages 6171-6176, June 2018.
13. Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Ching-Hui Chen, Vishal M Patel, Carlos D Castillo, Rama Chellappa, "Unconstrained Still/Video-based Face Verification with Deep Convolutional Neural Networks," International Journal of Computer Vision, volume 126, number 2-4, pages 272-291, April 2018.
14. Rajeev Ranjan, Swami Sankaranarayanan, Ankan Bansal, Navaneeth Bodla, Jun-Cheng Chen, Vishal M Patel, Carlos D Castillo, Rama Chellappa, "Deep learning for understanding faces: Machines may be just as good, or better, than humans," IEEE Signal Processing Magazine, volume 35, number 1, pages 66-83, January 2018.
15. Wei-Ta Chu, Jun-Cheng Chen, Ja-Ling Wu, "Tiling Slideshow: An Audiovisual Presentation Method for Consumer Photos," IEEE MultiMedia, volume 14, number 3, pages 36-45, July 2007.
 
 
Conference Papers
 
1. ChangSung Sung, Jun-Cheng Chen, Chu-Song Chen, "Hearing and Seeing Abnormality: Self-supervised Audio-Visual Mutual Learning for Deepfake Detection," to appear in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),.
2. Shuo-Yen Lin, Jun-Cheng Chen, Jia-Ching Wang, "A Comparative Study of Cross-Model Universal Adversarial Perturbation for Face Forgery," IEEE International Conference on Visual Communications and Image Processing (VCIP), December 2022.
3. Li-Chen Cheng, Shu-Chuan Hsu, Pin-Hua Lee, Hsiu-Chieh Lee, Che-Hsien Lin, Jun-Cheng Chen, Chih-Yu Wang, "KinStyle: A Strong Baseline Photorealistic Kinship Face Synthesis with An Optimized StyleGAN Encoder," Asian Conference on Computer Vision (ACCV), December 2022.
4. Chieh-Yin Liao, Chen-Hsiu Huang, Jun-Cheng Chen, Ja-Ling Wu, "Enhancing the Robustness of Deep Learning Based Fingerprinting to Improve Deepfake Attribution," ACM Multimedia Asia conference (MMAsia), December 2022.
5. Jia Wang, Hung-Yi Wu, Jun-Cheng Chen, Hong-Han Shuai, Wen-Huang Cheng, "Residual Graph Attention Network and Expression-Respect Data Augmentation Aided Visual Grounding," IEEE International Conference on Image Processing (ICIP), October 2022.
6. Tom Liao, Jun-Cheng Chen, Shyh-Kang Jeng, Chunhwei Tai, "Cross-Domain Knowledge Transfer for Skeleton-based Action Recognition based on Graph Convolutional Gradient Reversal Layer," IEEE International Conference on Multimedia Information Processing and Retrieval (MIPR), August 2022.
7. Hsiu-Chieh Lee, Che-Hsien Lin, Li-Chen Cheng, Shu-Chuan Hsu, Jun-Cheng Chen, Chih-Yu Wang, "Kinship Face Synthesis Evaluation Website with Gamified Mechanism," IEEE International Conference on Multimedia and Expo (ICME), July 2022.
8. Timmy S. T. Wan, Jun-Cheng Chen, Tzer-Yi Wu, Chu-Song Chen, "Continual Learning for Visual Search with Backward Consistent Feature Embedding," IEEE/CVF International Conference on Computer Vision and Pattern Recognition (CVPR), June 2022.
9. Hsuan-An Hsia, Che-Hsien Lin, Bo-Han Kung, Jhao-Ting Chen, Daniel Stanley Tan, Jun-Cheng Chen, Kai-Lung Hua, "CLIPCAM: A Simple Baseline for Zero-shot Text-guided Object and Action Localization," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2022.
10. Anshul Shah, Shlok Mishra, Ankan Bansal, Jun-Cheng Chen, Rama Chellappa, Abhinav Shrivastava, "Pose and Joint-Aware Action Recognition," Winter Conference on Applications of Computer Vision (WACV), January 2022.
11. Che-Hsien Lin, Hung-Chun Chen, Li-Chen Cheng, Shu-Chuan Hsu, Jun-Cheng Chen, Chih-Yu Wang, "StyleDNA: A High-Fidelity Age and Gender Aware Kinship Face Synthesizer," IEEE International Conference on Automatic Face and Gesture Recognition (FG), Jodhpur, India (Virtual Event), December 2021.
12. Yu-Chih-Tuan Hu, Bo-Han Kung, Daniel Stanley Tan, Jun-Cheng Chen, Kai-Lung Hua, Wen-Huang Cheng, "Naturalistic Physical Adversarial Patch for Object Detectors," IEEE/CVF International Conference on Computer Vision (ICCV), October 2021.
13. Bo-Han Kung, Pin-Chun Chen, Yu-Cheng Liu, Jun-Cheng Chen, "Squeeze and Reconstruct: Improved Practical Adversarial Defense using Paired Image Compression and Reconstruction," IEEE International Conference on Image Processing, September 2021.
14. Ching-Hao Wang, Kang-Yang Huang, Jun-Cheng Chen, Hong-Han Shuai, and Wen-Huang Cheng, "Heterogeneous Federated Learning through Multi-branch Network," IEEE International Conference on Multimedia & Expo (ICME), July 2021.
15. Yi-Lun Pan, Jun-Cheng Chen, Ja-Ling Wu, "A Multi-factor Combinations Enhanced Reversible Privacy Protection System for Facial Images," IEEE International Conference on Multimedia & Expo (ICME), July 2021.
16. Chih-Ting Liu , Jun-Cheng Chen , Chu-Song Chen , Shao-Yi Chien, "Video-based Person Re-identification without Bells and Whistles," CVPR Biometrics Workshop, jointly with the Workshop on Analysis and Modeling of Faces and Gestures, June 2021.
17. Pin-Chun Chen, Bo-Han Kung, Jun-Cheng Chen, "Class-Aware Robust Adversarial Training for Object Detection," IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2021.
18. Yu-Cheng Liu, Chia-Ming Chang, I-Hsuan Chen, Yu-Ru Ku, Jun-Cheng Chen, "An Experimental Evaluation of Recent Face Recognition Losses for Deepfake Detection," IEEE International Conference on Pattern Recognition (ICPR), January 2021.
19. Chon Hou Sio, Yu-Jen Ma, Hong-Han Shuai, Jun-Cheng Chen, Wen-Huang Cheng, "S^2SiamFC: Self-supervised Fully Convolutional Siamese Network for Visual Tracking," ACM Multimedia (MM), October 2020.
20. Pirazh Khorramshahi, Neehar Peri, Jun-Cheng Chen, Rama Chellappa, "The Devil is in the Details: Self-Supervised Attention for Vehicle Re-Identification," European Conference on Computer Vision (ECCV), August 2020.
21. Neehar Peri, Pirazh Khorramshahi, Sai Saketh Rambhatla, Vineet Shenoy, Saumya Rawat, Jun-Cheng Chen and Rama Chellappa, "Towards Real-Time Systems for Vehicle Re-Identification, Multi-Camera Tracking, and Anomaly Detection," 4th AI City Challenge Workshop,under the IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2020.
22. Chang-Ti Huang, Jun-Cheng Chen, Ja-Ling Wu, "Learning Sparse Neural Networks Through Mixture-Distributed Regularization," Workshop on Efficient Deep Learning for Computer Vision, under the IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2020.
23. Cheng-Yu Fan, Chao-Peng Liu, Kuan-Chun Wang, Jiun-Hao Jhan, Yu-Chiang Frank Wang, Jun-Cheng Chen, "Face Feature Recovery via Temporal Fusion for Person Search," International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2020.
24. Tsung-Hung Hsieh, Jun-Cheng Chen, Chu-Song Chen, "Label Reuse for Efficient Semi-supervised Learning," International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2020.
25. Joshua Gleason, Steven Schwarcz, Rajeev Ranjan, Carlos Castillo, Jun-Cheng Chen, Rama Chellappa, "Activity Detection in Untrimmed Videos Using Chunk-based Classifiers," 2nd International Workshop on Human Activity Detection in Multi-camera, Continuous, Long-duration Video (HADCV 2020), under the IEEE Winter Conference on Applications of Computer Vision (WACV), March 2020.
26. Jingxiao Zheng, Ruichi Yu, Jun-Cheng Chen, Boyu Lu, Carlos Castillo, Rama Chellappa, "Uncertainty Modeling of Contextual-Connection between Tracklets for Unconstrained Video-based Face Recognition," International Conference in Computer Vision (ICCV), October 2019.
27. Pirazh Khorramshahi, Amit Kumar, Neehar Peri, Sai Saketh Rambhatla, Jun-Cheng Chen, Rama Chellappa, "A Dual Path Model With Adaptive Attention For Vehicle Re-Identification," International Conference in Computer Vision (ICCV) (oral), October 2019.
28. Jingxiao Zheng, Jun-Cheng Chen, Vishal Patel, Carlos Castillo, Rama Chellappa, "Hybrid Dictionary Learning and Matching for Video-based Face Verification," IEEE International Conference on Biometrics: Theory, Applications and Systems, September 2019.
29. Boyu Lu, Jun-Cheng Chen, Rama Chellappa, "Unsupervised Domain-Specific Deblurring via Disentangled Representations," IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2019.
30. Joshua Gleason, Rajeev Ranjan, Steven Schwarcz, Carlos Castillo, Jun-Cheng Chen, Rama Chellappa, "A Proposal-Based Solution to Spatio-Temporal Action Detection in Untrimmed Videos," IEEE Winter Conference on Applications of Computer Vision (WACV), January 2019.
31. Jun-Cheng Chen, Wei-An Lin, Jingxiao Zheng, Rama Chellappa, "A Real-Time Multi-Task Single Shot Face Detector," IEEE International Conference on Image Processing (ICIP), October 2018.
32. Wei-An Lin, Jun-Cheng Chen, Carlos D Castillo, Rama Chellappa, "Deep Density Clustering of Unconstrained Faces," IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pages 8128-8137, June 2018.
33. Amit Kumar, Pirazh Khorramshahi, Wei-An Lin, Prithviraj Dhar, Jun-Cheng Chen, Rama Chellappa, "A Semi-Automatic 2D Solution for Vehicle Speed Estimation from Monocular Videos," IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), pages 137-144, June 2018.
34. Wei-An Lin, Jun-Cheng Chen, Rama Chellappa, "A Proximity-Aware Hierarchical Clustering of Faces," IEEE International Conference on Automatic Face & Gesture Recognition (FG), pages 294-301, May 2017.
35. Connor J Parde, Carlos Castillo, Matthew Q Hill, Y Ivette Colon, Swami Sankaranarayanan, Jun-Cheng Chen, Alice J O’Toole, "Face and Image Representation in Deep CNN Features," IEEE International Conference on Automatic Face & Gesture Recognition (FG), pages 673-680, May 2017.
36. Ching-Hui Chen, Jun-Cheng Chen, Carlos D Castillo, Rama Chellappa, "Video-based Face Association and Identification," IEEE International Conference on Automatic Face & Gesture Recognition (FG), pages 149-156, May 2017.
37. Navaneeth Bodla, Jingxiao Zheng, Hongyu Xu, Jun-Cheng Chen, Carlos Castillo, Rama Chellappa, "Deep Heterogeneous Feature Fusion for Template-based Face Recognition," IEEE winter conference on applications of computer vision (WACV), pages 586-595, March 2017.
38. Boyu Lu, Jingxiao Zheng, Jun-Cheng Chen, Rama Chellappa, "Pose-Robust Face Verification by Exploiting Competing Tasks," IEEE Winter Conference on Applications of Computer Vision (WACV), pages 1124-1132, March 2017.
39. Boyu Lu, Jun-Cheng Chen, Rama Chellappa, "Regularized Metric Adaptation for Unconstrained Face Verification," International Conference on Pattern Recognition (ICPR), pages 4112-4117, December 2016.
40. Jingxiao Zheng, Jun-Cheng Chen, Navaneeth Bodla, Vishal M Patel, Rama Chellappa, "Vlad Encoded Deep Convolutional Features for Unconstrained Face Verification," International Conference on Pattern Recognition (ICPR), December 2016.
41. Jun-Cheng Chen, Jingxiao Zheng, Vishal M Patel, Rama Chellappa, "Fisher Vector Encoded Deep Convolutional Features for Unconstrained Face Verification," IEEE International Conference on Image Processing (ICIP), September 2016.
42. Jun-Cheng Chen, Amit Kumar, Rajeev Ranjan, Vishal M Patel, Azadeh Alavi, Rama Chellappa, "A Cascaded Convolutional Neural Network for Age Estimation of Unconstrained Faces," IEEE International Conference on Biometrics Theory, Applications and Systems (BTAS), pages 1-8, September 2016.
43. Jun-Cheng Chen, Vishal M Patel, Rama Chellappa, "Unconstrained Face Verification using Deep Cnn Features," IEEE winter conference on applications of computer vision (WACV), pages 1-9, March 2016.
44. Soumyadip Sengupta, Jun-Cheng Chen, Carlos Castillo, Vishal M Patel, Rama Chellappa, David W Jacobs, "Frontal to Profile Face Verification in the Wild," IEEE Winter Conference on Applications of Computer Vision (WACV), pages 1-9, March 2016.
45. Rama Chellappa, Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Vishal M Patel, Carlos D Castillo, "Towards the Design of an end-to-end automated system for image and video-based recognition," Information Theory and Applications Workshop (ITA), pages 1-7, January 2016.
46. Jun-Cheng Chen, Rajeev Ranjan, Amit Kumar, Ching-Hui Chen, Vishal M Patel, Rama Chellappa, "An End-to-End System for Unconstrained Face Verification with Deep Convolutional Neural Networks," IEEE International Conference on Computer Vision Workshops, pages 118-126, December 2015.
47. Rajeev Ranjan, Sabrina Zhou, Jun Cheng Chen, Amit Kumar, Azadeh Alavi, Vishal M Patel, Rama Chellappa, "Unconstrained Age Estimation with Deep Convolutional Neural Networks," IEEE International Conference on Computer Vision Workshops, pages 109-117, December 2015.
48. Jun-Cheng Chen, Swami Sankaranarayanan, Vishal M Patel, Rama Chellappa, "Unconstrained Face Verification using Fisher Vectors Computed from Frontalized Faces," IEEE International Conference on Biometrics Theory, Applications and Systems (BTAS), pages 1-8, September 2015.
49. Jun-Cheng Chen, VishalM Patel, Rama Chellappa, "Landmark-based Fisher Vector Representation for Video-based Face Verification," IEEE International Conference on Image Processing (ICIP), pages 2705-2709, September 2015.
50. Jun-Cheng Chen, Vishal M Patel, Huy Tho Ho, Rama Chellappa, "Dictionary-based Video Face Recognition using Dense Multi-scale Facial Landmark Features," IEEE International Conference on Image Processing (ICIP), pages 733-737, October 2014.
51. Chia-Wei Wang, Wen-Huang Cheng, Jun-Cheng Chen, Shu-Sian Yang, Ja-Ling Wu, "Film Narrative Exploration through The Analysis of Aesthetic Elements," International Conference on Multimedia Modeling, pages 606-615, January 2007.
52. Jun-Cheng Chen, Wei-Ta Chu, Jin-Hau Kuo, Chung-Yi Weng, Ja-Ling Wu, "Audiovisual Slideshow: Present Your Journey by Photos," ACM International Conference on Multimedia, pages 955-956, October 2006.
53. Jun-Cheng Chen, Wei-Ta Chu, Jin-Hau Kuo, Chung-Yi Weng, Ja-Ling Wu, "Tiling Slideshow," ACM International Conference on Multimedia, pages 25-34, October 2006.
54. Jun-Cheng Chen, Jen-Hao Yeh, Wei-Ta Chu, Jin-Hau Kuo, Ja-Ling Wu, "Improvement of Commercial Boundary Detection using Audiovisual Features," Pacific-Rim Conference on Multimedia (PCM), pages 776-786, November 2005.
55. Yi-Chin Huang, Yi-Shin Tung, Jun-Cheng Chen, Sung-Wen Wang, Ja-Ling Wu, "An Adaptive Edge Detection based Colorization Algorithm and Its Applications," ACM international conference on Multimedia, pages 351-354, November 2005.
56. Chia-Hao Chang, Chi-Hao Wu, Jun-Cheng Chen, Jin-Hau Kuo and Ja-Ling Wu, "A Real-time Semi-Automatic Video Segmentation System Based on Mathematical Morphology," International Conference on Visual Communications and Image Processing (VCIP), July 2005.
57. Jen-Hao Yeh, Jun-Cheng Chen, Jin-Hau Kuo, Ja-Ling Wu, "TV Commercial Detection in News Program Videos," IEEE International Symposium on Circuits and Systems, pages 4594-4597, May 2005.
58. Chia-Wei Lin, Ja-Ling Wu, Jun-Cheng Chen, "An Algorithm for Construction of Error-Correcting Symmetrical Reversible Variable Length Codes," International Conference on Advances in Mobile Multimedia, September 2004.
 
 
 
Book & Book Chapters
 
1. Jun-Cheng Chen, Rajeev Ranjan, Vishal M Patel, Carlos D Castillo, Rama Chellappa,, chapter "Unconstrained Face Identification and Verification Using Deep Convolutional Features," Deep Learning in Biometrics, pages 33-64, CRC Press, March 2018.
 
 
 
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