no code implementations • 6 May 2022 • Shuo Gu, Suling Yao, Jian Yang, Hui Kong
Instead of segmenting the moving objects directly, the network conducts single-scan-based semantic segmentation and multiple-scan-based moving object segmentation in turn.
no code implementations • 30 Apr 2022 • Yubin Guo, Haobo Jiang, Xinlei Qi, Jin Xie, Cheng-Zhong Xu, Hui Kong
Meanwhile, we release a large dual-spectrum depth estimation dataset with visible-light and far-infrared stereo images captured in different scenes to the society.
no code implementations • 12 Apr 2022 • Zhixing Hou, Yan Yan, Chengzhong Xu, Hui Kong
In the SRT, we extract the local feature for each point cell.
no code implementations • 2 Mar 2022 • Yi Gu, Hongzhi Cheng, Kafeng Wang, Dejing Dou, Chengzhong Xu, Hui Kong
In this paper, we propose a learning-based moving-object tracking method utilizing our newly developed LiDAR sensor, Frequency Modulated Continuous Wave (FMCW) LiDAR.
no code implementations • ICCV 2021 • Huajun Liu, Xiangyu Miao, Christoph Mertz, Chengzhong Xu, Hui Kong
The CrackFormer is composed of novel attention modules in a SegNet-like encoder-decoder architecture.
no code implementations • CVPR 2021 • Yaqing Ding, Daniel Barath, Jian Yang, Hui Kong, Zuzana Kukelova
Smartphones, tablets and camera systems used, e. g., in cars and UAVs, are typically equipped with IMUs (inertial measurement units) that can measure the gravity vector accurately.
1 code implementation • 7 Sep 2020 • Zezhou Sun, Banghe Wu, Cheng-Zhong Xu, Sanjay E. Sarma, Jian Yang, Hui Kong
We propose an integrated approach to active exploration by exploiting the Cartographer method as the base SLAM module for submap creation and performing efficient frontier detection in the geometrically co-aligned submaps induced by graph optimization.
no code implementations • 30 Jul 2020 • Mingmei Cheng, Le Hui, Jin Xie, Jian Yang, Hui Kong
In this paper, we propose a cascaded non-local neural network for point cloud segmentation.
no code implementations • 9 Dec 2019 • Ying Wang, Zezhou Sun, Cheng-Zhong Xu, Sanjay Sarma, Jian Yang, Hui Kong
In this paper, a global descriptor for a LiDAR point cloud, called LiDAR Iris, is proposed for fast and accurate loop-closure detection.