arrow
返回

Progressively multi-scale feature fusion for semantic segmentation

delete2026-01-28
delete0
PRE
AI
G
Guoqing Zhang
S
Shichao Kan
Y
Yigang Cen *
Y
Yi Cen
Q
Qi Cao
Y
Yansen Huang
M
Ming Zeng
DOI:10.1016/j.jvcir.2026.104739delete
delete原文链接
delete原文求助
delete分享
delete收藏
摘要

摘要

En 中文
• We propose a progressive multi-scale feature fusion decoder that achieves precise semantic segmentation with outstanding performance. • It effectively addresses pixel-level misalignment and confusion caused by bilinear upsampling. • The decoder is highly adaptable and versatile, compatible with any backbone network. • It achieves optimal segmentation performance with minimal parameters, resulting in reduced inference time and memory footprint.

期刊

Journal of Visual Communication and Image Representation 封面图
Journal of Visual Communication and Image Representation
IF:
3.1
论文数:
547
被引数:
5.6K

机构

C
central south university
学者数:
2.2W
论文数: 6.3K
被引数: 3
B
beijing jiaotong university
学者数:
1.7K
论文数: 689
被引数: 0
M
minzu university of china
学者数:
134
论文数: 61
被引数: 0
U
university of glasgow
学者数:
3.5W
论文数: 3.1W
被引数: 37
S
south china university of technology
学者数:
6.8W
论文数: 5.1W
被引数: 85
学者 查看更多机构
引用论文

引用论文

err分享
err收藏
err分享
err收藏
The Cityscapes Dataset for Semantic Urban Scene Understanding用于语义城市场景理解的Cityscapes数据集
err2016-06-01
err0
errOAAI
errMarius Cordts; Mohamed Omran; Sebastian Ramos; Timo Rehfeld; Markus Enzweiler; Rodrigo Benenson; Uwe Franke; Stefan Roth; Bernt Schiele
err分享
err收藏
Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers从序列到序列的角度重新思考语义分割
err2021-06-01
err0
errOAAI
errSixiao Zheng; Jiachen Lu; Hengshuang Zhao; Xiatian Zhu; Zekun Luo; Yabiao Wang; Yanwei Fu; Jianfeng Feng; Tao Xiang; Philip H.S. Torr; Li Zhang
err分享
err收藏
Contour proposal networks for biomedical instance segmentation
err2022-04-01
err28
errOAAI
errUpschulte, Eric; Harmeling, Stefan; Amunts, Katrin; Dickscheid, Timo
err分享
err收藏
Shift-Net: Image Inpainting via Deep Feature Rearrangement
err2018-10-09
err0
errOAAI
errZhaoyi Yan; Xiaoming Li; Mu Li; Wangmeng Zuo; Shiguang Shan
err分享
err收藏
Hover-Net: Simultaneous segmentation and classification of nuclei in multi-tissue histology imagesHover-Net: 多组织组织学图像中细胞核的同时分割和分类
err2019-12-01
err661
errOAAI
errGraham, Simon; Quoc Dang Vu; Raza, Shan E. Ahmed; Azam, Ayesha; Tsang, Yee Wah; Kwak, Jin Tae; Rajpoot, Nasir
err分享
err收藏
学者 查看更多内容