Jian Ma
I am an Assistant Researcher (Postdoc) in Prof. Kun Li group at Tianjin University. My research interests include egocentric video understanding, 3D human reconstruction.
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Educations and Working Experiences
I completed my Ph.D. journey at University of Bristol under the supervision of Prof. Dima Damen and I achieved my master degree in computer science at the College of Intelligence and Computing at Tianjin University from 2016 - 2019, supervised by Prof. Kun Li. Additionally, I did internships at Baidu and OPPO Research Institute, under the supervision of Dr. Yandong Guo.
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Publications
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Active Object Segmentation: A New Modality for Egocentric Action Recognition
Jian Ma, Bin Zhu, Kun Li, Dima Damen
ACM Multimedia Asia, 2024
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Multi-scale information transport generative adversarial network for human pose transfer
Jinsong Zhang, Yu-Kun Lai, Jian Ma*, Kun Li*
Displays, 2024
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HumanCoser: Layered 3D human generation via semantic-aware diffusion model
Yi Wang1, Jian Ma1, Ruizhi Shao, Qiao Feng, Yu-Kun Lai, Kun Li*
IEEE International Symposium on Mixed and Augmented Reality (ISMAR), 2024
project page
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AEGIS-Net: Attention-Guided Multi-Level Feature Aggregation for Indoor Place Recognition
Yuhang Ming1, Jian Ma1, Xingrui Yang, Weichen Dai, Yong Peng, Wanzeng Kong
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
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Epic-kitchens visor benchmark: Video segmentations and object relations
Ahmad Darkhalil1, Dandan Shan1, Bin Zhu1, Jian Ma1, Amlan Kar, Richard Higgins, Sanja Fidler, David Fouhey, Dima Damen
Advances in Neural Information Processing Systems (NeurIPS), 2022
project page
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Hand-object interaction reasoning
Jian Ma, Dima Damen
IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2022
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Rescaling Egocentric Vision
Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Antonino Furnari, Evangelos Kazakos, Jian Ma, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray
International Journal of Computer Vision (IJCV), 2021
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Discern Depth Under Foul Weather: Estimate PM2.5 for Depth Inference
Kun Li, Jian Ma, Han Li, Yahong Han, Xibin Yue, Zihao Chen, and Jingyu Yang
IEEE Transactions on Industrial Informatics (T-II), 2020
project page
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Spatiotemporally scalable matrix recovery for background modeling and moving object detection
Jingyu Yang, Wen Shi, Huanjing Yue, Kun Li, Jian Ma, Chunping Hou
Signal Processing, 2020
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Image-based Air Pollution Estimation Using Hybrid Convolutional Neural Network
Jian Ma, Kun Li, Yahong Han, Jingyu Yang
International Conference on Pattern Recognition (ICPR), 2018
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Image-Based PM2.5 Estimation and its Application on Depth Estimation
Jian Ma, Kun Li, Yahong Han, Pufeng Du, Jingyu Yang
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2018
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