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ORCIDFangzheng Tian
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2020 – today
- 2024
[j12]Runhua Zhang
, Hongxu Jiang, Jinkun Geng, Fangzheng Tian, Yuhang Ma, Haojie Wang:
A high-performance dataflow-centric optimization framework for deep learning inference on the edge. J. Syst. Archit. 152: 103180 (2024)- [j11]Fangzheng Tian, Sungchan Kim:
LEAPSE: Learning Environment Affordances for 3D Human Pose and Shape Estimation. IEEE Trans. Image Process. 33: 3285-3300 (2024) - 2023
- [j10]Jia Gu, Fangzheng Tian, Il-Seok Oh:
Retinal vessel segmentation based on self-distillation and implicit neural representation. Appl. Intell. 53(12): 15027-15044 (2023) - [j9]Yongbin Gao, Fangzheng Tian, Jun Li, Zhijun Fang, Saba Al-Rubaye, Wei Song, Yier Yan:
Joint Optimization of Depth and Ego-Motion for Intelligent Autonomous Vehicles. IEEE Trans. Intell. Transp. Syst. 24(7): 7390-7403 (2023) - [c5]Runhua Zhang, Hongxu Jiang, Fangzheng Tian, Jinkun Geng, Xiaobin Li, Yuhang Ma, Chenhui Zhu, Dong Dong, Xin Li, Haojie Wang:
Xenos : Dataflow-Centric Optimization to Accelerate Model Inference on Edge Devices. DASFAA (1) 2023: 535-545 - [c4]Fangzheng Tian, Sungchan Kim:
Globally-Robust Instance Identification and Locally-Accurate Keypoint Alignment for Multi-Person Pose Estimation. ACM Multimedia 2023: 4816-4827 - [i2]Runhua Zhang, Hongxu Jiang, Fangzheng Tian, Jinkun Geng, Xiaobin Li, Yuhang Ma, Chenhui Zhu, Dong Dong, Xin Li, Haojie Wang:
Xenos: Dataflow-Centric Optimization to Accelerate Model Inference on Edge Devices. CoRR abs/2302.00282 (2023) - 2022
- [j8]Rui Miao, Hongxu Jiang, Fangzheng Tian:
Robust Ship Detection in Infrared Images through Multiscale Feature Extraction and Lightweight CNN. Sensors 22(3): 1226 (2022) - [j7]Fangzheng Tian, Yongbin Gao, Zhijun Fang, Yuming Fang, Jia Gu, Hamido Fujita, Jenq-Neng Hwang:
Depth Estimation Using a Self-Supervised Network Based on Cross-Layer Feature Fusion and the Quadtree Constraint. IEEE Trans. Circuits Syst. Video Technol. 32(4): 1751-1766 (2022) - [j6]Rui Miao, Hongxu Jiang, Fangzheng Tian, Xiaobin Li:
High anti-interference and FPGA-oriented method for real-time ship detection based on structured LBP features. J. Supercomput. 78(11): 13780-13813 (2022) - 2021
- [j5]Fangzheng Tian, Yongbin Gao, Zhijun Fang, Jia Gu:
Automatic coronary artery segmentation algorithm based on deep learning and digital image processing. Appl. Intell. 51(12): 8881-8895 (2021) - [j4]Xiaobin Li, Hongxu Jiang, Runhua Zhang, Fangzheng Tian, Shuangxi Huang, Donghuan Xu:
Robustness-aware 2-bit quantization with real-time performance for neural network. Neurocomputing 455: 12-22 (2021) - [j3]Fangzheng Tian, Yongbin Gao, Zhijun Fang, Jia Gu, Shuqun Yang:
3D reconstruction with auto-selected keyframes based on depth completion correction and pose fusion. J. Vis. Commun. Image Represent. 79: 103199 (2021) - [j2]Fangzheng Tian, Wenwu Yu, Junjie Fu, Wei Gu, Juping Gu:
Distributed Optimization of Multiagent Systems Subject to Inequality Constraints. IEEE Trans. Cybern. 51(4): 2232-2241 (2021) - [c3]Xiaobin Li, Hongxu Jiang, Shuangxi Huang, Fangzheng Tian, Runhua Zhang, Dong Dong:
SRQ: Self-Reference quantization scheme for lightweight neural network. DCC 2021: 349 - [c2]Rui Miao, Hongxu Jiang, Fangzheng Tian, Xiaobin Li, Yonghua Zhang, Dong Dong:
Real-Time Ship detection from Infrared Images Through Multi-feature Fusion. ISPA/BDCloud/SocialCom/SustainCom 2021: 533-538 - [c1]Xiaobin Li, Hongxu Jiang, Fangzheng Tian, Yonghua Zhang, Rui Miao, Donghuan Xu:
Optimal FPGA-oriented lightweight network architecture search under multi-objective constraints. ISPA/BDCloud/SocialCom/SustainCom 2021: 978-983 - 2020
- [j1]Jia Gu, Zhijun Fang, Yongbin Gao, Fangzheng Tian:
Segmentation of coronary arteries images using global feature embedded network with active contour loss. Comput. Medical Imaging Graph. 86: 101799 (2020) - [i1]Xiaobin Li, Hongxu Jiang, Shuangxi Huang, Fangzheng Tian:
Robustness-aware 2-bit quantization with real-time performance for neural network. CoRR abs/2010.11271 (2020)
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