Dr Zhixiang Chen

School of Computer Science

Lecturer in Machine Learning

AI Strategy Support

Member of the Machine Learning research group

Member of the Computer Vision research group

Zhixiang Chen  headshot
Profile picture of Zhixiang Chen  headshot
Zhixiang.Chen@sheffield.ac.uk

Full contact details

Dr Zhixiang Chen
School of Computer Science
Regent Court (DCS)
211 Portobello
Sheffield
S1 4DP
Profile

Dr. Zhixiang Chen is a Lecturer in Machine Learning at the Department of Computer Science of the University of Sheffield. Before joining the University of Sheffield, he held postdoctoral positions at Imperial College London, UK and Tsinghua University, China. He received a PhD degree from Tsinghua University, China and a B.Eng. degree from Xi'an Jiaotong University, China.

Research interests

Dr. Chen is interested in various areas of Computer Vision and Machine Learning including human analysis, detection and retrieval.

Publications

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All publications

Journal articles

  • Deng S, Deng L, Meng X, Sun T, Chen B, Chen Z, Hu H, Xie Y, Yin H & Yu S (2024) . Pattern Recognition Letters, 185, 38-44.
  • Fan Z, Huang Z, Chen Z, Xu T, Han J & Kittler J (2024) . IEEE Transactions on Multimedia, 26, 9228-9240.
  • Chen H, Deng L, Chen Z, Liu C, Zhu L, Dong M, Lu X & Guo C (2024) . IEEE Transactions on Instrumentation and Measurement, 73, 1-15.
  • Guo C, Liu C, Deng L, Chen Z, Dong M, Zhu L, Chen H & Lu X (2023) . Infrared Physics & Technology, 135, 104956-104956.
  • Liu X, Zhou S, Lei T, Jiang P, Chen Z & Lu H (2023) . IEEE Transactions on Circuits and Systems for Video Technology, 33(12), 7774-7788.
  • Li S, Chen Z, Li X, Lu J & Zhou J (2020) . IEEE Transactions on Multimedia, 22(6), 1542-1554.
  • Yuan X, Chen Z, Lu J, Feng J & Zhou J (2018) . Pattern Recognition, 79, 147-161.
  • Chen Z & Zhou J (2018) . Pattern Recognition, 75, 149-160.
  • Lu J, Duan Y, Chen Z & Zhou J (2018) . Moshi Shibie Yu Rengong Zhineng Pattern Recognition and Artificial Intelligence, 31(1), 12-22.
  • Chen Z, Lu J, Feng J & Zhou J (2018) . IEEE Transactions on Circuits and Systems for Video Technology, 28(6), 1421-1433.
  • Chen BH, Deng L, Chen ZX, Duan YQ & Zhou J (2017) . Tien Tzu Hsueh Pao Acta Electronica Sinica, 45(6), 1294-1300.
  • Chen Z, Lu J, Feng J & Zhou J (2017) . IEEE Transactions on Multimedia, 19(9), 1996-2009.
  • Deng L, Chen BH, Lai WL, Chen ZX & Zhou J (2017) . Tien Tzu Hsueh Pao Acta Electronica Sinica, 45(3), 527-533.
  • Chen Z, Lu J, Feng J & Zhou J (2017) . IEEE Transactions on Multimedia, 19(1), 123-135.
  • Deng L, Chen Z, Chen B, Duan Y & Zhou J (2016) . Neurocomputing, 208, 315-324.
  • Chen B, Chen Z, Deng L, Duan Y & Zhou J (2016) . Neurocomputing, 208, 350-364.
  • Chen B, Deng L, Duan Y, Chen Z & Zhou J (2016) . Qinghua Daxue Xuebao Journal of Tsinghua University, 56(9), 969-973.
  • Chen Z-X, Li Z-L, Cao S, Wang F & Zhou J (2015) . Frontiers of Information Technology & Electronic Engineering, 16(12), 1018-1033.
  • Cao S, Li Z, Wang F, Jiang G, Chen Z & Wei S (2013) . Journal of Systems Architecture, 59(4-5), 187-201.
  • Wei CP, Li ZL, Liu H & Chen ZX () . Advanced Materials Research, 267, 98-103.

Book chapters

  • Sun Q, Cao S & Chen Z (2023) , Lecture Notes in Computer Science (pp. 594-610). Springer Nature Switzerland
  • Shi X, Chen Z & Kim T-K (2020) , Lecture Notes in Computer Science (pp. 91-107). Springer International Publishing
  • Chen Z, Cai R, Lu J, Feng J & Zhou J (2018) , Lecture Notes in Computer Science (pp. 620-628). Springer International Publishing

Conference proceedings

  • Sun J, Chen Z & Kim T-K (2023) . 2023 IEEE/CVF International Conference on Computer Vision (ICCV) (pp 14406-14416), 1 October 2023 - 6 October 2023.
  • Xiao J, Deng L, Chen Z, Li X, Chen B & Yin H (2023) . 2023 International Joint Conference on Neural Networks (IJCNN) (pp 1-8), 18 June 2023 - 23 June 2023.
  • Yin H, Deng L, Chen Z, Chen B, Sun T, Xie Y, Xiao J, Fu Y, Deng S & Li X (2023) (pp 89-105)
  • Shi X, Chen Z & Kim T-K (2023) . 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2 January 2023 - 7 January 2023.
  • Choi H, Chen Z, Shi X & Kim TK (2022) Semi-Supervised Object Detection with Object-wise Contrastive Learning and Regression Uncertainty. Bmvc 2022 33rd British Machine Vision Conference Proceedings
  • Shi X, Ye Q, Chen X, Chen C, Chen Z & Kim T-K (2021) . 2021 IEEE/CVF International Conference on Computer Vision (ICCV), 10 October 2021 - 17 October 2021.
  • Chen Z & Kim T-K (2021) . 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (pp 13159-13168), 20 June 2021 - 25 June 2021.
  • Li S, Chen Z, Lu J, Li X & Zhou J (2019) . 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (pp 8211-8220), 27 October 2019 - 2 November 2019.
  • Chen Z, Yuan X, Lu J, Tian Q & Zhou J (2018) . 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (pp 6838-6847), 18 June 2018 - 23 June 2018.
  • Ma C, Chen Z, Lu J & Zhou J (2018) . 2018 IEEE International Conference on Multimedia and Expo (ICME) (pp 1-6), 23 July 2018 - 27 July 2018.
  • Yuan X, Lu J, Chen Z, Feng J & Zhou J (2017) . 2017 IEEE International Conference on Multimedia and Expo (ICME) (pp 1404-1409), 10 July 2017 - 14 July 2017.
  • Shan Cao , Zhaolin Li , Zhixiang Chen , Guoyue Jiang & Shaojun Wei (2013) . International Symposium on Quality Electronic Design (ISQED) (pp 120-127), 4 March 2013 - 6 March 2013.
  • Zhixiang Chen , Yi Fang , Fang Wang & Zhaolin Li (2013) . 2013 IEEE 10th International Conference on ASIC (pp 1-4), 28 October 2013 - 31 October 2013.
  • Liu H, Li Z & Chen Z (2013) . 2013 IEEE Third International Conference on Information Science and Technology (ICIST) (pp 714-717), 23 March 2013 - 25 March 2013.
  • Brooks T, Kaarst-Brown M, Caicedo C, Joon Park & McKnight L (2013) . 2013 IEEE Third International Conference on Information Science and Technology (ICIST) (pp 516-523), 23 March 2013 - 25 March 2013.
  • Liu H, Li Z & Chen Z (2013) Research and Implementation of Random Test Generator for VLIW DSPs. 2013 INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND TECHNOLOGY (ICIST) (pp 524-527)
  • Cao S, Li Z, Chen Z, Jiang G & Wei S (2012) . 2012 IEEE 14th International Conference on High Performance Computing and Communication & 2012 IEEE 9th International Conference on Embedded Software and Systems (pp 1344-1351), 25 June 2012 - 27 June 2012.
Grants
  • VIM: towards a Vision based System for Inventory Management with Deep Learning, EPSRC, 01/2024 - 01/2026, £46,354, as PI
Professional activities and memberships

2019 China Society of Image and Graphics Doctoral Dissertation Award

2018  IEEE International Conference on Multimedia and Expo Best Paper Award

2017 China National Postdoctoral Program for Innovative Talents

Grant Reviewer: UKRI-FLF, NSFC

Senior Program Committee Member: AAAI 2023

Conference Reviewer: CVPR, ICCV, ECCV, ICLR, NeurIPS, ICME, MICCAI, ACCV, WACV, ICIP, ICPR, ACM MM

Journal Reviewer: IEEE T-PAMI, IEEE T-IP, IEEE T-MM, IEEE T-CSVT, PR, PRL, IVC, CVIU