Kevin Cheng
Tietoa minusta
I am working as a Senior Lecturer at Häme University of Applied Sciences. I received a PhD degree from the Hong Kong Polytechnic University, with publications in IEEE Transactions (e.g., TPAMI, TIP, TIFS). My areas of expertise include biometrics, computer vision, image processing, machine learning/AI, etc. Before my current position, I worked in practical and educational roles for about 12 years, e.g., engineer, researcher, instructor. I have also been serving as a reviewer for international journals and conferences.
Hankkeeni ja projektini
Selected Publications
| – | Kevin H. M. Cheng, Ajay Kumar. Contactless Biometric Identification using 3D Finger Knuckle Patterns. IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 42(8), pp.1868-1883, 2020. (JUFO 3) |
| – | Kevin H. M. Cheng, Ajay Kumar. Efficient and Accurate 3D Finger Knuckle Matching using Surface Key Points. IEEE Transactions on Image Processing (T-IP), 29, pp.8903-8915, 2020. (JUFO 3) |
| – | Kevin H. M. Cheng, Ajay Kumar. Revisiting Outlier Rejection Approach for Non-Lambertian Photometric Stereo. IEEE Transactions on Image Processing (T-IP), 28(3), pp.1544-1555, 2019. (JUFO 3) |
| – | Kevin H. M. Cheng, Ajay Kumar. Deep Feature Collaboration for Challenging 3D Finger Knuckle Identification. IEEE Transactions on Information Forensics and Security (T-IFS), 16, pp.1158-1173, 2021. |
| – | Kevin H. M. Cheng, Ajay Kumar. Accurate 3D Finger Knuckle Recognition Using Auto-Generated Similarity Functions. IEEE Transactions on Biometrics, Behavior, and Identity Science (T-BIOM), 3(2), pp.203-213, 2021. |
| – | Kevin H. M. Cheng, Ajay Kumar. Distinctive Feature Representation for Contactless 3D Hand Biometrics using Surface Normal Directions. International Joint Conference on Biometrics (IJCB), Houston, USA (Online), 2020. (Oral, Acceptance Rate: 10.6%) |
| – | Kevin H. M. Cheng, Ajay Kumar. Advancing Surface Feature Encoding and Matching for More Accurate 3D Biometric Recognition. IAPR International Conference on Pattern Recognition (ICPR), Beijing, China, 2018. |
| – | Kevin H. M. Cheng, Zitong Yu, Haoyu Chen, Guoying Zhao. Benchmarking 3D Face De-identification with Preserving Facial Attributes. IEEE International Conference on Image Processing (ICIP), Bordeaux, France, 2022. |
| – | Kevin H. M. Cheng, Yang Liu, Haoyu Chen, Marko Savic, Zitong Yu, Guoying Zhao. Surrogate Face: De-identification with Preserving Facial Attributes. SSRN 4772694, 2024. |
| – | Kevin H. M. Cheng, Xu Cheng, Guoying Zhao. Advancing 3D finger knuckle recognition via deep feature learning. arXiv preprint arXiv:2301.02934, 2023. |
| – | Hao Yu, Xu Cheng, Kevin H. M. Cheng, Wei Peng, Zitong Yu, Guoying Zhao. Discovering Attention-Guided Cross-Modality Correlation for Visible-Infrared Person Re-Identification. Pattern Recognition (PR), 155, p.110643, 2024. |
| – | Xu Cheng, Hao Yu, Kevin H. M. Cheng, Zitong Yu, Guoying Zhao. MDANet: Modality-Aware Domain Alignment Network for Visible-Infrared Person Re-Identification. Accepted in IEEE Transactions on Multimedia (T-MM), 2024. |