中文版
English
助研究員  |  陳駿丞  
 
contact
vita
education
experience
interests
honors
publications
 
 
 
 
 
Publications
 
Journal Articles
 
1. 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," to appear in IEEE Journal of Biomedical and Health Informatics.
2. Chien-Wen Chen, Min-Chun Hu, Wei-Ta Chu, Jun-Cheng Chen, "A Real-Time Sculpting and Terrain Generation System for Interactive Content Creation," to appear in IEEE Access.
3. 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.
4. 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.
5. 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.
6. 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.
7. 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.
8. 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.
9. 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.
10. 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.
11. 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.
12. 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. Anshul Shah, Shlok Mishra, Ankan Bansal, Jun-Cheng Chen, Rama Chellappa, Abhinav Shrivastava, "Pose and Joint-Aware Action Recognition," to appear in Winter Conference on Applications of Computer Vision (WACV),.
2. 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," to appear in IEEE International Conference on Automatic Face and Gesture Recognition (FG),.
3. Yu-Chih-Tuan Hu, Bo-Han Kung, Daniel Stanley Tan, Jun-Cheng Chen, Kai-Lung Hua, Wen-Huang Cheng, "Naturally Physical Adversarial Patch for Object Detectors," IEEE/CVF International Conference on Computer Vision (ICCV), October 2021.
4. 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.
5. 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.
6. 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.
7. 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.
8. 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.
9. 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.
10. 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.
11. 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.
12. 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.
13. 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.
14. 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.
15. 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.
16. 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.
17. 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.
18. 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.
19. 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.
20. 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.
21. 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.
22. 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.
23. 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.
24. 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.
25. 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.
26. 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.
27. 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.
28. 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.
29. 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.
30. 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.
31. 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.
32. 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.
33. 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.
34. 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.
35. 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.
36. 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.
37. 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.
38. 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.
39. 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.
40. 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.
41. 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.
42. 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.
43. 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.
44. 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.
45. 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.
46. 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.
47. 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.
48. 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.
 
 
 
bg