50 citations · 59 across the 8 of their papers we have counts for
8 papers · 1 filter
Revisiting Stereo Triangulation in UAV Distance Estimation
Jiafan Zhuang, Duan Yuan, Rihong Yan +3
Distance estimation plays an important role for path planning and collision avoidance of swarm UAVs. However, the lack of annotated data seriously hinders the related studies. In t…
Advancing Volumetric Medical Image Segmentation via Global-Local Masked Autoencoder
Jia-Xin Zhuang, Luyang Luo, Hao Chen
Masked autoencoder (MAE) is a promising self-supervised pre-training technique that can improve the representation learning of a neural network without human intervention. However,…
Video Semantic Segmentation with Inter-Frame Feature Fusion and Inner-Frame Feature Refinement
Jiafan Zhuang, Zilei Wang, Junjie Li
Video semantic segmentation aims to generate accurate semantic maps for each video frame. To this end, many works dedicate to integrate diverse information from consecutive frames…
5th Place Solution for VSPW 2021 Challenge
Jiafan Zhuang, Yixin Zhang, Xinyu Hu +2
In this article, we introduce the solution we used in the VSPW 2021 Challenge. Our experiments are based on two baseline models, Swin Transformer and MaskFormer. To further boost p…
Understanding of Kernels in CNN Models by Suppressing Irrelevant Visual Features in Images
Jia-Xin Zhuang, Wanying Tao, Jianfei Xing +3
Deep learning models have shown their superior performance in various vision tasks. However, the lack of precisely interpreting kernels in convolutional neural networks (CNNs) is b…
Solution for Large-scale Long-tailed Recognition with Noisy Labels
Yuqiao Xian, Jia-Xin Zhuang, Fufu Yu
This is a technical report for CVPR 2021 AliProducts Challenge. AliProducts Challenge is a competition proposed for studying the large-scale and fine-grained commodity image recogn…
Video Semantic Segmentation with Distortion-Aware Feature Correction
Jiafan Zhuang, Zilei Wang, Bingke Wang
Video semantic segmentation is active in recent years benefited from the great progress of image semantic segmentation. For such a task, the per-frame image segmentation is general…
A Two-Stream Meticulous Processing Network for Retinal Vessel Segmentation
Shaoming Zheng, Tianyang Zhang, Jiawei Zhuang +2
Vessel segmentation in fundus is a key diagnostic capability in ophthalmology, and there are various challenges remained in this essential task. Early approaches indicate that it i…