Dr Zhixiang Chen

All publications

Journal articles

• Deng S, Meng X, Deng L, Chen B, Chen Z, Hu H, Xie Y, Yin H, Yu S & Sun T (2024) EHIR: Energy-based hierarchical iterative image registration for accurate PCB defect detection. Pattern Recognition Letters.
• Fan Z, Huang Z, Chen Z, Xu T, Han J & Kittler J (2024) Lightweight multiperson pose estimation with staggered alignment self-distillation. IEEE Transactions on Multimedia. View this article in WRRO
• Chen H, Deng L, Chen Z, Liu C, Zhu L, Dong M, Lu X & Guo C (2024) SFCFusion: Spatial–Frequency Collaborative Infrared and Visible Image Fusion. 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) Multi-scale infrared and visible image fusion framework based on dual partial differential equations. Infrared Physics & Technology, 135, 104956-104956.
• Li S, Chen Z, Li X, Lu J & Zhou J (2020) Unsupervised Variational Video Hashing With 1D-CNN-LSTM Networks. IEEE Transactions on Multimedia, 22(6), 1542-1554.
• Yuan X, Chen Z, Lu J, Feng J & Zhou J (2018) Reconstruction-based supervised hashing. Pattern Recognition, 79, 147-161.
• Chen Z, Lu J, Feng J & Zhou J (2018) Nonlinear Structural Hashing for Scalable Video Search. IEEE Transactions on Circuits and Systems for Video Technology, 28(6), 1421-1433.
• Chen Z & Zhou J (2018) Collaborative multiview hashing. Pattern Recognition, 75, 149-160.
• Lu J, Duan Y, Chen Z & Zhou J (2018) Binary Representation Learning and Its Applications. Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence, 31(1), 12-22.
• Chen Z, Lu J, Feng J & Zhou J (2017) Nonlinear Sparse Hashing. IEEE Transactions on Multimedia, 19(9), 1996-2009.
• Chen BH, Deng L, Chen ZX, Duan YQ & Zhou J (2017) Instant Dense 3D Reconstruction-Based UAV Vision Localization. Tien Tzu Hsueh Pao/Acta Electronica Sinica, 45(6), 1294-1300.
• Deng L, Chen BH, Lai WL, Chen ZX & Zhou J (2017) Interactive Calibrating 3D surveillance system Based on 3d reconstruction. Tien Tzu Hsueh Pao/Acta Electronica Sinica, 45(3), 527-533.
• Chen Z, Lu J, Feng J & Zhou J (2017) Nonlinear Discrete Hashing. IEEE Transactions on Multimedia, 19(1), 123-135.
• Deng L, Chen Z, Chen B, Duan Y & Zhou J (2016) Incremental image set querying based localization. Neurocomputing, 208, 315-324.
• Chen B, Chen Z, Deng L, Duan Y & Zhou J (2016) Building change detection with RGB-D map generated from UAV images. Neurocomputing, 208, 350-364.
• Chen B, Deng L, Duan Y, Chen Z & Zhou J (2016) Multiple model fusion in 3-D reconstruction: Illumination and scale invariance. Qinghua Daxue Xuebao/Journal of Tsinghua University, 56(9), 969-973.
• Chen Z-X, Li Z-L, Cao S, Wang F & Zhou J (2015) Schedule refinement for homogeneous multi-core processors in the presence of manufacturing-caused heterogeneity. Frontiers of Information Technology & Electronic Engineering, 16(12), 1018-1033.
• Cao S, Li Z, Wang F, Jiang G, Chen Z & Wei S (2013) Energy-efficient stream task scheduling scheme for embedded multimedia applications on multi-issued stream architectures. Journal of Systems Architecture, 59(4-5), 187-201.
• Liu X, Zhou S, Lei T, Jiang P, Chen Z & Lu H () First-person video domain adaptation with multi-scene cross-site datasets and attention-based methods. IEEE Transactions on Circuits and Systems for Video Technology.
• Wei CP, Li ZL, Liu H & Chen ZX () Design of a Random Test Platform for DSP Serials Used in Embedded Systems. Advanced Materials Research, 267, 98-103.

Chapters

• Sun Q, Cao S & Chen Z (2023) Filter Pruning via Automatic Pruning Rate Search, Computer Vision – ACCV 2022 (pp. 594-610). Springer Nature Switzerland
• Shi X, Chen Z & Kim T-K (2020) Distance-Normalized Unified Representation for Monocular 3D Object Detection, Computer Vision – ECCV 2020 (pp. 91-107). Springer International Publishing
• Chen Z, Cai R, Lu J, Feng J & Zhou J (2018) Order-Sensitive Deep Hashing for Multimorbidity Medical Image Retrieval, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 (pp. 620-628). Springer International Publishing

Conference proceedings papers

• Sun J, Chen Z & Kim T-K (2023) MAPConNet: Self-supervised 3D Pose Transfer with Mesh and Point Contrastive Learning. 2023 IEEE/CVF International Conference on Computer Vision (ICCV), 1 October 2023 - 6 October 2023.
• Xiao J, Deng L, Chen Z, Li X, Chen B & Yin H (2023) Dual-Path Reconstruction Guided Segmentation Network for Unsupervised Anomaly Detection and Localization. 2023 International Joint Conference on Neural Networks (IJCNN), 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) LSMD-Net: LiDAR-Stereo Fusion with Mixture Density Network for Depth Sensing (pp 89-105)
• Shi X, Chen Z & Kim T-K (2023) Multivariate Probabilistic Monocular 3D Object Detection. 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) Geometry-based Distance Decomposition for Monocular 3D Object Detection. 2021 IEEE/CVF International Conference on Computer Vision (ICCV), 10 October 2021 - 17 October 2021.
• Chen Z & Kim T-K (2021) Learning Feature Aggregation for Deep 3D Morphable Models. 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 20 June 2021 - 25 June 2021.
• Li S, Chen Z, Lu J, Li X & Zhou J (2019) Neighborhood Preserving Hashing for Scalable Video Retrieval. 2019 IEEE/CVF International Conference on Computer Vision (ICCV), 27 October 2019 - 2 November 2019.
• Chen Z, Yuan X, Lu J, Tian Q & Zhou J (2018) Deep Hashing via Discrepancy Minimization. 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 18 June 2018 - 23 June 2018.
• Ma C, Chen Z, Lu J & Zhou J (2018) Rank-Consistency Multi-Label Deep Hashing. 2018 IEEE International Conference on Multimedia and Expo (ICME), 23 July 2018 - 27 July 2018.
• Yuan X, Lu J, Chen Z, Feng J & Zhou J (2017) Reconstruction-based supervised hashing. 2017 IEEE International Conference on Multimedia and Expo (ICME), 10 July 2017 - 14 July 2017.
• Shan Cao , Zhaolin Li , Zhixiang Chen , Guoyue Jiang & Shaojun Wei (2013) Compiler-assisted leakage energy optimization of media applications on stream architectures. International Symposium on Quality Electronic Design (ISQED), 4 March 2013 - 6 March 2013.
• Zhixiang Chen , Yi Fang , Fang Wang & Zhaolin Li (2013) Implementation of H.264 intra-frame encoding on clustered stream architectures. 2013 IEEE 10th International Conference on ASIC, 28 October 2013 - 31 October 2013.
• Liu H, Li Z & Chen Z (2013) Design of a dynamic reconfigurable coprocessor for flexible precision matrix algorithms in media processing and industrial control applications. 2013 IEEE Third International Conference on Information Science and Technology (ICIST), 23 March 2013 - 25 March 2013.
• Brooks T, Kaarst-Brown M, Caicedo C, Joon Park & McKnight L (2013) A failure to communicate: Security vulnerabilities in the GridStreamX Edgeware application. 2013 IEEE Third International Conference on Information Science and Technology (ICIST), 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) Low Power Schedule Algorithm for Embedded Multimedia Applications Basing on Imagine-L Processor. 2012 IEEE 14th International Conference on High Performance Computing and Communication & 2012 IEEE 9th International Conference on Embedded Software and Systems, 25 June 2012 - 27 June 2012.