no code implementations • 24 Aug 2023 • Zikun Zhou, Shukun Wu, Guoqing Zhu, Hongpeng Wang, Zhenyu He
In this paper, we propose a Channel and Spatial Relation-Propagation Network (CSRPNet) for RGB-T semantic segmentation, which propagates only modality-shared information across different modalities and alleviates the modality-specific information contamination issue.
Ranked #12 on Thermal Image Segmentation on PST900
1 code implementation • 25 Mar 2023 • Zikun Zhou, Kaige Mao, Wenjie Pei, Hongpeng Wang, YaoWei Wang, Zhenyu He
To be specific, RHMNet first only uses the memory in the high-reliability level to locate the region with high reliability belonging to the target, which is highly similar to the initial target scribble.
1 code implementation • CVPR 2022 • Zikun Zhou, Jianqiu Chen, Wenjie Pei, Kaige Mao, Hongpeng Wang, Zhenyu He
While it can exploit the temporal context like historical appearances and locations of the target, a potential limitation of such strategy is that the local tracker tends to misidentify a nearby distractor as the target instead of activating the re-detector when the real target is out of view.
no code implementations • 21 Mar 2022 • Xian Fang, Jinshao Zhu, Xiuli Shao, Hongpeng Wang
The features of the intermediate process are first fused by the features of different layers, and then processed by several transformers in multiple groups, which not only makes the size of the features of each scale unified and interrelated, but also achieves the effect of sharing the weight of the features within the group.
no code implementations • IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS 2022 • Hongpeng Wang
In this article, we propose a complete visual coverage trajectory planning framework for quadrotor un- manned aerial vehicles (UAVs) in three-dimensional (3-D) terrain environment under photogrammetric constraints.
no code implementations • 21 Oct 2021 • Xian Fang, Jinchao Zhu, Xiuli Shao, Hongpeng Wang
Currently, existing salient object detection methods based on convolutional neural networks commonly resort to constructing discriminative networks to aggregate high level and low level features.
2 code implementations • 29 Sep 2021 • Ye Tian, Xiangxiang Chu, Hongpeng Wang
However, the transformer can model the global context easily.
no code implementations • 16 Sep 2021 • Xian Fang, Jinchao Zhu, Ruixun Zhang, Xiuli Shao, Hongpeng Wang
The adjacent interactive aggregation module (AIAM) gradually integrates the neighbor features of high, middle and low levels.
1 code implementation • ICCV 2021 • Zikun Zhou, Wenjie Pei, Xin Li, Hongpeng Wang, Feng Zheng, Zhenyu He
A potential limitation of such trackers is that not all patches are equally informative for tracking.
no code implementations • 15 Sep 2020 • Zhiwei Wei, Chenzhen Duan, Xinghao Song, Ye Tian, Hongpeng Wang
Specifically, we propose a scale adaptive module, which dynamically adjusts chip size to balance object scale, narrowing scale variation in training.
1 code implementation • 9 Jun 2019 • Qiao Liu, Xin Li, Zhenyu He, Nana Fan, Di Yuan, Hongpeng Wang
These two similarities complement each other and hence enhance the discriminative capacity of the network for handling distractors.