1 code implementation • CVPR 2023 • Zhou Huang, Hang Dai, Tian-Zhu Xiang, Shuo Wang, Huai-Xin Chen, Jie Qin, Huan Xiong
Vision transformers have recently shown strong global context modeling capabilities in camouflaged object detection.
1 code implementation • 7 Feb 2022 • Zhou Huang, Tian-Zhu Xiang, Huai-Xin Chen, Hang Dai
To this end, in this paper, we propose a novel weakly-supervised salient object detection framework to predict the saliency of remote sensing images from sparse scribble annotations.
no code implementations • 10 Jul 2020 • Zhou Huang, Huai-Xin Chen, Tao Zhou, Yun-Zhi Yang, Bi-Yuan Liu
Our MCI-Net includes two key components: 1) a cross-modal feature learning network, which is used to learn the high-level features for the RGB images and depth cues, effectively enabling the correlations between the two sources to be exploited; and 2) a multi-level interactive integration network, which integrates multi-level cross-modal features to boost the SOD performance.
no code implementations • 6 Apr 2020 • Zhou Huang, Huai-Xin Chen, Tao Zhou, Yun-Zhi Yang, Chang-Yin Wang, Bi-Yuan Liu
Furthermore, by using the proposed joint saliency measure, a variety of saliency maps are generated based on the discriminant dictionary.