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Efficient Semantic Segmentation via Lightweight Multiple-Information Interaction Network
v1v2 (latest)

Efficient Semantic Segmentation via Lightweight Multiple-Information Interaction Network

3 October 2024
Yangyang Qiu
Guoan Xu
Guangwei Gao
Zhenhua Guo
Yi Yu
Chia-Wen Lin
ArXiv (abs)PDFHTML

Papers citing "Efficient Semantic Segmentation via Lightweight Multiple-Information Interaction Network"

39 / 39 papers shown
Title
FLatten Transformer: Vision Transformer using Focused Linear Attention
FLatten Transformer: Vision Transformer using Focused Linear Attention
Dongchen Han
Xuran Pan
Yizeng Han
Shiji Song
Gao Huang
105
181
0
01 Aug 2023
Lightweight Real-time Semantic Segmentation Network with Efficient
  Transformer and CNN
Lightweight Real-time Semantic Segmentation Network with Efficient Transformer and CNN
Guoan Xu
Juncheng Li
Guangwei Gao
Huimin Lu
Jian Yang
Dong Yue
ViT
99
67
0
21 Feb 2023
Head-Free Lightweight Semantic Segmentation with Linear Transformer
Head-Free Lightweight Semantic Segmentation with Linear Transformer
B. Dong
Pichao Wang
Fan Wang
ViT
78
75
0
11 Jan 2023
Activating More Pixels in Image Super-Resolution Transformer
Activating More Pixels in Image Super-Resolution Transformer
Xiangyu Chen
Xintao Wang
Jiantao Zhou
Yu Qiao
Chao Dong
ViT
174
646
0
09 May 2022
TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation
TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation
Wenqiang Zhang
Zilong Huang
Guozhong Luo
Tao Chen
Xinggang Wang
Wenyu Liu
Gang Yu
Chunhua Shen
ViT
114
209
0
12 Apr 2022
Attention guided global enhancement and local refinement network for
  semantic segmentation
Attention guided global enhancement and local refinement network for semantic segmentation
Jiangyun Li
Sen Zha
Chen Chen
Meng Ding
Tianxiang Zhang
Hong Yu
SSeg
135
27
0
09 Apr 2022
MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision
  Transformer
MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer
Sachin Mehta
Mohammad Rastegari
ViT
300
1,297
0
05 Oct 2021
FBSNet: A Fast Bilateral Symmetrical Network for Real-Time Semantic
  Segmentation
FBSNet: A Fast Bilateral Symmetrical Network for Real-Time Semantic Segmentation
Guangwei Gao
Guoan Xu
Juncheng Li
Yi Yu
Huimin Lu
Jian Yang
96
81
0
02 Sep 2021
SegFormer: Simple and Efficient Design for Semantic Segmentation with
  Transformers
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers
Enze Xie
Wenhai Wang
Zhiding Yu
Anima Anandkumar
J. Álvarez
Ping Luo
ViT
508
5,155
0
31 May 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
Ze Liu
Yutong Lin
Yue Cao
Han Hu
Yixuan Wei
Zheng Zhang
Stephen Lin
B. Guo
ViT
517
21,782
0
25 Mar 2021
MSCFNet: A Lightweight Network With Multi-Scale Context Fusion for
  Real-Time Semantic Segmentation
MSCFNet: A Lightweight Network With Multi-Scale Context Fusion for Real-Time Semantic Segmentation
Guangwei Gao
Guoan Xu
Yi Yu
Jin Xie
Jian Yang
Dong Yue
83
90
0
24 Mar 2021
SwiftNet: Real-time Video Object Segmentation
SwiftNet: Real-time Video Object Segmentation
Haochen Wang
Xiaolong Jiang
Haibing Ren
Yao Hu
S. Bai
VOS
79
150
0
09 Feb 2021
TransUNet: Transformers Make Strong Encoders for Medical Image
  Segmentation
TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation
Jieneng Chen
Yongyi Lu
Qihang Yu
Xiangde Luo
Ehsan Adeli
Yan Wang
Le Lu
Alan Yuille
Yuyin Zhou
ViTMedIm
136
3,543
0
08 Feb 2021
Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective
  with Transformers
Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers
Sixiao Zheng
Jiachen Lu
Hengshuang Zhao
Xiatian Zhu
Zekun Luo
...
Yanwei Fu
Jianfeng Feng
Tao Xiang
Philip Torr
Li Zhang
ViT
206
2,924
0
31 Dec 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at
  Scale
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Alexey Dosovitskiy
Lucas Beyer
Alexander Kolesnikov
Dirk Weissenborn
Xiaohua Zhai
...
Matthias Minderer
G. Heigold
Sylvain Gelly
Jakob Uszkoreit
N. Houlsby
ViT
764
41,831
0
22 Oct 2020
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time
  Semantic Segmentation
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation
Changqian Yu
Changxin Gao
Jingbo Wang
Gang Yu
Chunhua Shen
Nong Sang
SSeg
126
1,235
0
05 Apr 2020
Real-Time High-Performance Semantic Image Segmentation of Urban Street
  Scenes
Real-Time High-Performance Semantic Image Segmentation of Urban Street Scenes
Genshun Dong
Y. Yan
Chunhua Shen
Hanzi Wang
SSeg
80
106
0
11 Mar 2020
FDDWNet: A Lightweight Convolutional Neural Network for Real-time
  Sementic Segmentation
FDDWNet: A Lightweight Convolutional Neural Network for Real-time Sementic Segmentation
Jia-Wei Liu
Quan Zhou
Yong Qiang
B. Kang
Xiaofu Wu
B. Zheng
SSeg
75
52
0
02 Nov 2019
Feature Pyramid Encoding Network for Real-time Semantic Segmentation
Feature Pyramid Encoding Network for Real-time Semantic Segmentation
Mengyu Liu
Hujun Yin
SSeg
117
76
0
18 Sep 2019
DABNet: Depth-wise Asymmetric Bottleneck for Real-time Semantic
  Segmentation
DABNet: Depth-wise Asymmetric Bottleneck for Real-time Semantic Segmentation
Gen Li
Inyong Yun
Jong-Han Kim
Joongkyu Kim
57
205
0
26 Jul 2019
LEDNet: A Lightweight Encoder-Decoder Network for Real-Time Semantic
  Segmentation
LEDNet: A Lightweight Encoder-Decoder Network for Real-Time Semantic Segmentation
Yu Wang
Quan Zhou
Jia-Wei Liu
Jian Xiong
Guangwei Gao
Xiaofu Wu
Longin Jan Latecki
SSeg
91
316
0
07 May 2019
DFANet: Deep Feature Aggregation for Real-Time Semantic Segmentation
DFANet: Deep Feature Aggregation for Real-Time Semantic Segmentation
Hanchao Li
Pengfei Xiong
Haoqiang Fan
Jian Sun
SSeg
111
571
0
03 Apr 2019
CCNet: Criss-Cross Attention for Semantic Segmentation
CCNet: Criss-Cross Attention for Semantic Segmentation
Zilong Huang
Xinggang Wang
Yunchao Wei
Lichao Huang
Humphrey Shi
Wenyu Liu
Chang Huang
VOS
224
2,566
0
28 Nov 2018
ESPNetv2: A Light-weight, Power Efficient, and General Purpose
  Convolutional Neural Network
ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network
Sachin Mehta
Mohammad Rastegari
Linda G. Shapiro
Hannaneh Hajishirzi
VLM
80
399
0
28 Nov 2018
CGNet: A Light-weight Context Guided Network for Semantic Segmentation
CGNet: A Light-weight Context Guided Network for Semantic Segmentation
Tianyi Wu
Sheng Tang
Rui Zhang
Yongdong Zhang
SSeg
142
530
0
20 Nov 2018
Dual Attention Network for Scene Segmentation
Dual Attention Network for Scene Segmentation
J. Fu
Qingbin Liu
Haijie Tian
Yong Li
Yongjun Bao
Zhiwei Fang
Hanqing Lu
SSeg
331
5,126
0
09 Sep 2018
BiSeNet: Bilateral Segmentation Network for Real-time Semantic
  Segmentation
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation
Changqian Yu
Jingbo Wang
Chao Peng
Changxin Gao
Gang Yu
Nong Sang
SSeg
134
2,213
0
02 Aug 2018
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic
  Segmentation
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation
Sachin Mehta
Mohammad Rastegari
A. Caspi
Linda G. Shapiro
Hannaneh Hajishirzi
SSeg
156
784
0
19 Mar 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image
  Segmentation
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation
Liang-Chieh Chen
Yukun Zhu
George Papandreou
Florian Schroff
Hartwig Adam
SSeg
527
13,246
0
07 Feb 2018
Attention Is All You Need
Attention Is All You Need
Ashish Vaswani
Noam M. Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan Gomez
Lukasz Kaiser
Illia Polosukhin
3DV
976
133,279
0
12 Jun 2017
ICNet for Real-Time Semantic Segmentation on High-Resolution Images
ICNet for Real-Time Semantic Segmentation on High-Resolution Images
Hengshuang Zhao
Xiaojuan Qi
Xiaoyong Shen
Jianping Shi
Jiaya Jia
SSeg
104
1,416
0
27 Apr 2017
Large Kernel Matters -- Improve Semantic Segmentation by Global
  Convolutional Network
Large Kernel Matters -- Improve Semantic Segmentation by Global Convolutional Network
Chao Peng
Xiangyu Zhang
Gang Yu
G. Luo
Jian Sun
VLMSSeg
116
1,491
0
08 Mar 2017
Pyramid Scene Parsing Network
Pyramid Scene Parsing Network
Hengshuang Zhao
Jianping Shi
Xiaojuan Qi
Xiaogang Wang
Jiaya Jia
VOSSSeg
769
12,076
0
04 Dec 2016
Gaussian Error Linear Units (GELUs)
Gaussian Error Linear Units (GELUs)
Dan Hendrycks
Kevin Gimpel
182
5,066
0
27 Jun 2016
ENet: A Deep Neural Network Architecture for Real-Time Semantic
  Segmentation
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation
Adam Paszke
Abhishek Chaurasia
Sangpil Kim
Eugenio Culurciello
SSeg
355
2,085
0
07 Jun 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets,
  Atrous Convolution, and Fully Connected CRFs
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
Liang-Chieh Chen
George Papandreou
Iasonas Kokkinos
Kevin Patrick Murphy
Alan Yuille
SSeg
355
18,371
0
02 Jun 2016
Fully Convolutional Networks for Semantic Segmentation
Fully Convolutional Networks for Semantic Segmentation
Evan Shelhamer
Jonathan Long
Trevor Darrell
VOSSSeg
771
37,971
0
20 May 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding
The Cityscapes Dataset for Semantic Urban Scene Understanding
Marius Cordts
Mohamed Omran
Sebastian Ramos
Timo Rehfeld
Markus Enzweiler
Rodrigo Benenson
Uwe Franke
Stefan Roth
Bernt Schiele
1.1K
11,690
0
06 Apr 2016
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image
  Segmentation
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
Vijay Badrinarayanan
Alex Kendall
R. Cipolla
SSeg
1.1K
15,886
0
02 Nov 2015
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