v1v2 (latest)

Efficient Semantic Segmentation via Lightweight Multiple-Information Interaction Network

3 October 2024

Guangwei Gao

Yi Yu

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

39 / 39 papers shown

Title
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 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 B. Dong Pichao Wang Fan Wang ViT 78 75 0 11 Jan 2023
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 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 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 Sachin Mehta Mohammad Rastegari ViT 300 1,296 0 05 Oct 2021
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 Enze Xie Wenhai Wang Zhiding Yu Anima Anandkumar J. Álvarez Ping Luo ViT 503 5,155 0 31 May 2021
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 Guangwei Gao Guoan Xu Yi Yu Jin Xie Jian Yang Dong Yue 83 90 0 24 Mar 2021
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 Jieneng Chen Yongyi Lu Qihang Yu Xiangde Luo Ehsan Adeli Yan Wang Le Lu Alan Yuille Yuyin Zhou ViT MedIm 132 3,539 0 08 Feb 2021
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 Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 761 41,831 0 22 Oct 2020
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 123 1,235 0 05 Apr 2020
Real-Time High-Performance Semantic Image Segmentation of Urban Street Scenes Genshun Dong Y. Yan Chunhua Shen Hanzi Wang SSeg 80 105 0 11 Mar 2020
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 Mengyu Liu Hujun Yin SSeg 117 76 0 18 Sep 2019
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 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 Hanchao Li Pengfei Xiong Haoqiang Fan Jian Sun SSeg 111 571 0 03 Apr 2019
CCNet: Criss-Cross Attention for Semantic Segmentation Zilong Huang Xinggang Wang Yunchao Wei Lichao Huang Humphrey Shi Wenyu Liu Chang Huang VOS 222 2,566 0 28 Nov 2018
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 Tianyi Wu Sheng Tang Rui Zhang Yongdong Zhang SSeg 142 530 0 20 Nov 2018
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 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 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 Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 527 13,246 0 07 Feb 2018
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 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 Chao Peng Xiangyu Zhang Gang Yu G. Luo Jian Sun VLM SSeg 113 1,491 0 08 Mar 2017
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 764 12,076 0 04 Dec 2016
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 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 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 Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 771 37,971 0 20 May 2016
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 Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 1.1K 15,886 0 02 Nov 2015