Semantic Labeling of High Resolution Images Using EfficientUNets and Transformers

20 June 2022

Papers citing "Semantic Labeling of High Resolution Images Using EfficientUNets and Transformers"

23 / 23 papers shown

Title
UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery Libo Wang Rui Li Ce Zhang Shenghui Fang Chenxi Duan Xiaoliang Meng P. M. Atkinson ViT 62 651 0 18 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 235 4,990 0 31 May 2021
Segmenter: Transformer for Semantic Segmentation Robin Strudel Ricardo Garcia Pinel Ivan Laptev Cordelia Schmid ViT 174 1,460 0 12 May 2021
Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation Hu Cao Yueyue Wang Jieneng Chen Dongsheng Jiang Xiaopeng Zhang Qi Tian Manning Wang ViT MedIm 86 2,879 0 12 May 2021
An Attention-Fused Network for Semantic Segmentation of Very-High-Resolution Remote Sensing Imagery Xuan S. Yang Shanshan Li Zhengchao Chen Jocelyn Chanussot Wenxuan Wang Bing Zhang Baipeng Li Pan Chen SSeg 34 124 0 10 May 2021
A Novel Transformer Based Semantic Segmentation Scheme for Fine-Resolution Remote Sensing Images Libo Wang Rui Li Chenxi Duan Ce Zhang Xiaoliang Meng Shenghui Fang ViT 134 254 0 25 Apr 2021
Remote Sensing Image Change Detection with Transformers Hao Chen Zipeng Qi Zhenwei Shi ViT 91 969 0 27 Feb 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 487 3,709 0 24 Feb 2021
TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation Yundong Zhang Huiye Liu Qiang Hu ViT MedIm 244 917 0 16 Feb 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir Fahad Shahbaz Khan M. Shah ViT 270 2,492 0 04 Jan 2021
A novel Deep Structure U-Net for Sea-Land Segmentation in Remote Sensing Images Pourya Shamsolmoali Masoumeh Zareapoor Ruili Wang Huiyu Zhou Jie Yang SSeg 60 101 0 17 Mar 2020
SCAttNet: Semantic Segmentation Network with Spatial and Channel Attention Mechanism for High-Resolution Remote Sensing Images Haifeng Li Kaijian Qiu Li Chen X. Mei L. Hong Chao Tao 71 192 0 19 Dec 2019
Improving Semantic Segmentation of Aerial Images Using Patch-based Attention L. Ding Hao Tang Lorenzo Bruzzone 46 102 0 20 Nov 2019
Transformers without Tears: Improving the Normalization of Self-Attention Toan Q. Nguyen Julian Salazar 81 230 0 14 Oct 2019
Panoptic Feature Pyramid Networks Alexander Kirillov Ross B. Girshick Kaiming He Piotr Dollár ISeg SSeg 106 1,285 0 08 Jan 2019
Recurrent Multiresolution Convolutional Networks for VHR Image Classification J. R. Bergado Claudio Persello Alfred Stein 16 66 0 15 Jun 2018
MobileNetV2: Inverted Residuals and Linear Bottlenecks Mark Sandler Andrew G. Howard Menglong Zhu A. Zhmoginov Liang-Chieh Chen 169 19,204 0 13 Jan 2018
Road Extraction by Deep Residual U-Net Zhengxin Zhang Qingjie Liu Yunhong Wang SSeg 69 2,124 0 29 Nov 2017
Beyond RGB: Very High Resolution Urban Remote Sensing With Multimodal Deep Networks Nicolas Audebert Bertrand Le Saux Sébastien Lefèvre 80 514 0 23 Nov 2017
Large Kernel Matters -- Improve Semantic Segmentation by Global Convolutional Network Chao Peng Xiangyu Zhang Gang Yu G. Luo Jian Sun VLM SSeg 100 1,489 0 08 Mar 2017
Classification With an Edge: Improving Semantic Image Segmentation with Boundary Detection D. Marmanis Konrad Schindler Jan Dirk Wegner S. Galliani Mihai Datcu Uwe Stilla 95 604 0 05 Dec 2016
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 550 11,984 0 04 Dec 2016
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 954 15,768 0 02 Nov 2015