1 code implementation • 21 May 2024 • Weizhen Liu, Jiayu Tan, Guangyu Lan, Ao Li, Dongye Li, Le Zhao, Xiaohui Yuan, Nanqing Dong
Our contributions set a new benchmark in fish phenotype analysis, addressing the challenges of precise morphological quantification and opening new avenues for research in sustainable aquaculture and genetic studies.
1 code implementation • 16 May 2024 • Weizhen Liu, Ao Li, Ze Wu, Yue Li, Baobin Ge, Guangyu Lan, Shilin Chen, Minghe Li, Yunfei Liu, Xiaohui Yuan, Nanqing Dong
Hierarchical leaf vein segmentation is a crucial but under-explored task in agricultural sciences, where analysis of the hierarchical structure of plant leaf venation can contribute to plant breeding.
1 code implementation • 18 Mar 2024 • Xiaoqiong Liu, Yunhe Feng, Shu Hu, Xiaohui Yuan, Heng Fan
Addressing this, we propose UAV-C, a large-scale benchmark for assessing robustness of UAV trackers under common corruptions.
no code implementations • 28 Sep 2023 • Abolfazl Meyarian, Xiaohui Yuan
The segmentation slices are used to perform majority voting on the predictions.
1 code implementation • 13 Mar 2023 • Zhinan Qiao, Xiaohui Yuan
Most deep learning backbones are evaluated on ImageNet.
1 code implementation • Information Sciences 2022 • Yuanyuan Liu, Chuanxu Feng, Xiaohui Yuan, Lin Zhou, Wenbin Wang, Jie Qin, and Zhongwen Luo
In this paper, we divide a video into several short clips for processing and propose a clip-aware emotion-rich feature learning network (CEFLNet) for robust video-based FER.
Ranked #20 on
Dynamic Facial Expression Recognition
on DFEW
Dynamic Facial Expression Recognition
Facial Expression Recognition
+1
no code implementations • 29 Sep 2021 • Zhinan Qiao, Xiaohui Yuan, Chaoning Zhang, Jianfang Shi, Jian Xia
Most deep learning backbones are evaluated on ImageNet.
no code implementations • 13 Jan 2021 • Zhinan Qiao, Xiaohui Yuan
Urban regions are complicated functional systems that are closely associated with and reshaped by human activities.
1 code implementation • ICCV 2021 • Xiaohan Yu, Yang Zhao, Yongsheng Gao, Xiaohui Yuan, Shengwu Xiong
The proposed UFG image dataset and evaluation protocols is intended to serve as a benchmark platform that can advance research of visual classification from approaching human performance to beyond human ability, via facilitating benchmark data of artificial intelligence (AI) not to be limited by the labels of human intelligence (HI).
1 code implementation • 20 Oct 2020 • Dongdong Zhang, Xiaohui Yuan, Ping Zhang
Deep learning methods have demonstrated promising results in predictive healthcare tasks.
no code implementations • 6 Aug 2020 • Ying Liu, Wenhong Cai, Xiaohui Yuan, Jinhai Xiang
Although Generative Adversarial Networks have shown remarkable performance in image generation, there are some challenges in image realism and convergence speed.
1 code implementation • 2 Dec 2019 • Xiaohan Yu, Yang Zhao, Yongsheng Gao, Shengwu Xiong, Xiaohui Yuan
To address above limitations, this paper proposes a novel Multi-Orientation Region Transform (MORT), which can effectively characterize both contour and structure features simultaneously, for patchy image structure classification.
no code implementations • 11 Oct 2019 • Bin Wang, Yongsheng Gao, Xiaohan Yu, Xiaohui Yuan, Shengwu Xiong, Xianzhong Feng
Encouraging experimental results of the proposed method in comparison to the state-of-the-art leaf species recognition methods demonstrate the availability of cultivar information in soybean leaves and effectiveness of the proposed MSCM for soybean cultivar identification, which may advance the research in leaf recognition from species to cultivar.
1 code implementation • 20 Mar 2018 • Lu Xu, Jinhai Xiang, Xiaohui Yuan
Feature extraction plays a significant part in computer vision tasks.
Ranked #1 on
Facial Beauty Prediction
on SCUT-FBP
no code implementations • 22 Dec 2013 • H. R. Chennamma, Xiaohui Yuan
Study of eye-movement is being employed in Human Computer Interaction (HCI) research.