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MonoIndoor: Towards Good Practice of Self-Supervised Monocular Depth Estimation for Indoor Environments


Jul 28, 2021
Pan Ji, Runze Li, Bir Bhanu, Yi Xu

* ICCV 2021 

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Position-Sensing Graph Neural Networks: Proactively Learning Nodes Relative Positions


May 24, 2021
Zhenyue Qin, Saeed Anwar, Dongwoo Kim, Yang Liu, Pan Ji, Tom Gedeon


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Disentangling Noise from Images: A Flow-Based Image Denoising Neural Network


May 11, 2021
Yang Liu, Saeed Anwar, Zhenyue Qin, Pan Ji, Sabrina Caldwell, Tom Gedeon


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Leveraging Third-Order Features in Skeleton-Based Action Recognition


May 05, 2021
Zhenyue Qin, Yang Liu, Pan Ji, Dongwoo Kim, Lei Wang, Bob McKay, Saeed Anwar, Tom Gedeon


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Invertible Denoising Network: A Light Solution for Real Noise Removal


Apr 21, 2021
Yang Liu, Zhenyue Qin, Saeed Anwar, Pan Ji, Dongwoo Kim, Sabrina Caldwell, Tom Gedeon


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Learning Transferable Kinematic Dictionary for 3D Human Pose and Shape Reconstruction


Apr 21, 2021
Ze Ma, Yifan Yao, Pan Ji, Chao Ma


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Set Augmented Triplet Loss for Video Person Re-Identification


Nov 07, 2020
Pengfei Fang, Pan Ji, Lars Petersson, Mehrtash Harandi

* to appear in WACV 2021 

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Displacement-Invariant Matching Cost Learning for Accurate Optical Flow Estimation


Oct 28, 2020
Jianyuan Wang, Yiran Zhong, Yuchao Dai, Kaihao Zhang, Pan Ji, Hongdong Li

* NeurIPS 2020, 9 pages 

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Channel Recurrent Attention Networks for Video Pedestrian Retrieval


Oct 07, 2020
Pengfei Fang, Pan Ji, Jieming Zhou, Lars Petersson, Mehrtash Harandi

* To appear in ACCV 2020 

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Cross-Modality 3D Object Detection


Aug 16, 2020
Ming Zhu, Chao Ma, Pan Ji, Xiaokang Yang

* Accepted by WACV 2021 

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Learning Monocular Visual Odometry via Self-Supervised Long-Term Modeling


Jul 21, 2020
Yuliang Zou, Pan Ji, Quoc-Huy Tran, Jia-Bin Huang, Manmohan Chandraker

* ECCV 2020. Project page: https://yuliang.vision/LTMVO 

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Understanding Road Layout from Videos as a Whole


Jul 02, 2020
Buyu Liu, Bingbing Zhuang, Samuel Schulter, Pan Ji, Manmohan Chandraker

* CVPR 2020 

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Pseudo RGB-D for Self-Improving Monocular SLAM and Depth Prediction


Apr 22, 2020
Lokender Tiwari, Pan Ji, Quoc-Huy Tran, Bingbing Zhuang, Saket Anand, Manmohan Chandraker

* 24 pages 

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Degeneracy in Self-Calibration Revisited and a Deep Learning Solution for Uncalibrated SLAM


Jul 30, 2019
Bingbing Zhuang, Quoc-Huy Tran, Pan Ji, Gim Hee Lee, Loong Fah Cheong, Manmohan Chandraker

* To appear at IROS 2019 

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Neural Collaborative Subspace Clustering


Apr 24, 2019
Tong Zhang, Pan Ji, Mehrtash Harandi, Wenbing Huang, Hongdong Li

* Accepted to ICML 2019 

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Noise-Aware Unsupervised Deep Lidar-Stereo Fusion


Apr 08, 2019
Xuelian Cheng, Yiran Zhong, Yuchao Dai, Pan Ji, Hongdong Li

* Accepted at CVPR2019 

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Unsupervised Deep Epipolar Flow for Stationary or Dynamic Scenes


Apr 08, 2019
Yiran Zhong, Pan Ji, Jianyuan Wang, Yuchao Dai, Hongdong Li

* Accepted at CVPR2019 

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Scalable Deep $k$-Subspace Clustering


Nov 02, 2018
Tong Zhang, Pan Ji, Mehrtash Harandi, Richard Hartley, Ian Reid

* To appear in ACCV 2018 

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Non-Linear Subspace Clustering with Learned Low-Rank Kernels


Sep 20, 2017
Pan Ji, Ian Reid, Ravi Garg, Hongdong Li, Mathieu Salzmann


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Deep Subspace Clustering Networks


Sep 08, 2017
Pan Ji, Tong Zhang, Hongdong Li, Mathieu Salzmann, Ian Reid

* Accepted to NIPS'17 

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"Maximizing rigidity" revisited: a convex programming approach for generic 3D shape reconstruction from multiple perspective views


Jul 17, 2017
Pan Ji, Hongdong Li, Yuchao Dai, Ian Reid

* to appear in ICCV'17 

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Shape Interaction Matrix Revisited and Robustified: Efficient Subspace Clustering with Corrupted and Incomplete Data


Oct 07, 2016
Pan Ji, Mathieu Salzmann, Hongdong Li

* This is an extended version of our iccv15 paper 

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Robust Multi-body Feature Tracker: A Segmentation-free Approach


Mar 15, 2016
Pan Ji, Hongdong Li, Mathieu Salzmann, Yiran Zhong


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