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Foreground-Aware Relation Network for Geospatial Object Segmentation in
  High Spatial Resolution Remote Sensing Imagery

Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery

Computer Vision and Pattern Recognition (CVPR), 2020
19 November 2020
Zhuo Zheng
Yanfei Zhong
Junjue Wang
A. Ma
ArXiv (abs)PDFHTMLGithub (160★)

Papers citing "Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery"

50 / 57 papers shown
DI3CL: Contrastive Learning With Dynamic Instances and Contour Consistency for SAR Land-Cover Classification Foundation Model
DI3CL: Contrastive Learning With Dynamic Instances and Contour Consistency for SAR Land-Cover Classification Foundation Model
Zhongle Ren
Hui Ding
Kai Wang
B. Hou
Xingyu Luo
Weibin Li
Licheng Jiao
248
0
0
11 Nov 2025
DC-Mamba: Bi-temporal deformable alignment and scale-sparse enhancement for remote sensing change detection
DC-Mamba: Bi-temporal deformable alignment and scale-sparse enhancement for remote sensing change detection
Min Sun
Fenghui Guo
Mamba
129
0
0
19 Sep 2025
Differential Morphological Profile Neural Networks for Semantic Segmentation
Differential Morphological Profile Neural Networks for Semantic Segmentation
David Huangal
J. Alex Hurt
150
0
0
04 Sep 2025
Annotation-Free Open-Vocabulary Segmentation for Remote-Sensing Images
Annotation-Free Open-Vocabulary Segmentation for Remote-Sensing Images
Kaiyu Li
Xiangyong Cao
Ruixun Liu
Shihong Wang
Zixuan Jiang
Zhi Wang
Deyu Meng
155
4
0
25 Aug 2025
EMRA-proxy: Enhancing Multi-Class Region Semantic Segmentation in Remote Sensing Images with Attention Proxy
EMRA-proxy: Enhancing Multi-Class Region Semantic Segmentation in Remote Sensing Images with Attention Proxy
Yichun Yu
Yuqing Lan
Zhihuan Xing
Xiaoyi Yang
Tingyue Tang
Dan Yu
191
0
0
23 May 2025
User Willingness-aware Sales Talk Dataset
User Willingness-aware Sales Talk Dataset
Asahi Hentona
Jun Baba
Shiki Sato
Reina Akama
384
26
0
27 Dec 2024
OLAF: A Plug-and-Play Framework for Enhanced Multi-object Multi-part
  Scene Parsing
OLAF: A Plug-and-Play Framework for Enhanced Multi-object Multi-part Scene ParsingEuropean Conference on Computer Vision (ECCV), 2024
Pranav Gupta
Rishubh Singh
Pradeep Shenoy
Ravikiran Sarvadevabhatla
297
1
0
05 Nov 2024
A Unified Framework with Multimodal Fine-tuning for Remote Sensing Semantic Segmentation
A Unified Framework with Multimodal Fine-tuning for Remote Sensing Semantic SegmentationIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
Xianping Ma
Xiaokang Zhang
Man-On Pun
Bo Huang
286
5
0
15 Oct 2024
PPTFormer: Pseudo Multi-Perspective Transformer for UAV Segmentation
PPTFormer: Pseudo Multi-Perspective Transformer for UAV Segmentation
Deyi Ji
Wenwei Jin
Hongtao Lu
Feng Zhao
368
15
0
28 Jun 2024
LOGCAN++: Adaptive Local-global class-aware network for semantic segmentation of remote sensing imagery
LOGCAN++: Adaptive Local-global class-aware network for semantic segmentation of remote sensing imagery
Xiaowen Ma
Rongrong Lian
Zhenkai Wu
Hongbo Guo
Mengting Ma
Sensen Wu
Zhenhong Du
Siyang Song
Wei Zhang
689
42
0
24 Jun 2024
Single-Temporal Supervised Learning for Universal Remote Sensing Change
  Detection
Single-Temporal Supervised Learning for Universal Remote Sensing Change Detection
Zhuo Zheng
Yanfei Zhong
A. Ma
Liangpei Zhang
314
17
0
22 Jun 2024
Swin2-MoSE: A New Single Image Super-Resolution Model for Remote Sensing
Swin2-MoSE: A New Single Image Super-Resolution Model for Remote Sensing
Leonardo Rossi
Vittorio Bernuzzi
Tomaso Fontanini
Massimo Bertozzi
Andrea Prati
272
10
0
29 Apr 2024
Generalized Few-Shot Meets Remote Sensing: Discovering Novel Classes in
  Land Cover Mapping via Hybrid Semantic Segmentation Framework
Generalized Few-Shot Meets Remote Sensing: Discovering Novel Classes in Land Cover Mapping via Hybrid Semantic Segmentation Framework
Zhuo Li
Fangxiao Lu
Jiaqi Zou
Lei Hu
Hongyan Zhang
275
15
0
19 Apr 2024
Frequency Decomposition-Driven Unsupervised Domain Adaptation for Remote
  Sensing Image Semantic Segmentation
Frequency Decomposition-Driven Unsupervised Domain Adaptation for Remote Sensing Image Semantic Segmentation
Xianping Ma
Xiaokang Zhang
Xingchen Ding
Man-On Pun
Siwei Ma
180
2
0
06 Apr 2024
SG-BEV: Satellite-Guided BEV Fusion for Cross-View Semantic Segmentation
SG-BEV: Satellite-Guided BEV Fusion for Cross-View Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2024
Junyan Ye
Qiyan Luo
Jinhua Yu
Huaping Zhong
Zhimeng Zheng
Conghui He
Weijia Li
430
27
0
03 Apr 2024
SatSynth: Augmenting Image-Mask Pairs through Diffusion Models for
  Aerial Semantic Segmentation
SatSynth: Augmenting Image-Mask Pairs through Diffusion Models for Aerial Semantic Segmentation
Aysim Toker
Marvin Eisenberger
Zorah Lähner
Laura Leal-Taixé
DiffM
394
68
0
25 Mar 2024
MTP: Advancing Remote Sensing Foundation Model via Multi-Task
  Pretraining
MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining
Di Wang
Jing Zhang
Minqiang Xu
Lin Liu
Dongsheng Wang
...
Chengxi Han
Haonan Guo
Bo Du
Dacheng Tao
Guang Dai
301
128
0
20 Mar 2024
LSKNet: A Foundation Lightweight Backbone for Remote Sensing
LSKNet: A Foundation Lightweight Backbone for Remote SensingInternational Journal of Computer Vision (IJCV), 2024
Yuxuan Li
Xiang Li
Yimain Dai
Qibin Hou
Tianpeng Liu
Yongxiang Liu
Ming-Ming Cheng
Jian Yang
432
150
0
18 Mar 2024
SAM-Assisted Remote Sensing Imagery Semantic Segmentation with Object
  and Boundary Constraints
SAM-Assisted Remote Sensing Imagery Semantic Segmentation with Object and Boundary ConstraintsIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023
Xianping Ma
Qianqian Wu
Xingyu Zhao
Xiaokang Zhang
Man-On Pun
Bo Huang
351
133
0
05 Dec 2023
Unsupervised Region-Growing Network for Object Segmentation in
  Atmospheric Turbulence
Unsupervised Region-Growing Network for Object Segmentation in Atmospheric Turbulence
Dehao Qin
R. Saha
Suren Jayasuriya
Jinwei Ye
Nianyi Li
VOS
276
1
0
06 Nov 2023
Not Just Learning from Others but Relying on Yourself: A New Perspective
  on Few-Shot Segmentation in Remote Sensing
Not Just Learning from Others but Relying on Yourself: A New Perspective on Few-Shot Segmentation in Remote SensingIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023
Hanbo Bi
Yingchao Feng
Zhiyuan Yan
Yongqiang Mao
Wenhui Diao
Hongqi Wang
Xian Sun
154
31
0
19 Oct 2023
Scalable Multi-Temporal Remote Sensing Change Data Generation via
  Simulating Stochastic Change Process
Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change ProcessIEEE International Conference on Computer Vision (ICCV), 2023
Zhuo Zheng
S. Tian
A. Ma
Guang Dai
Yanfei Zhong
356
31
0
29 Sep 2023
Seeing Beyond the Patch: Scale-Adaptive Semantic Segmentation of
  High-resolution Remote Sensing Imagery based on Reinforcement Learning
Seeing Beyond the Patch: Scale-Adaptive Semantic Segmentation of High-resolution Remote Sensing Imagery based on Reinforcement LearningIEEE International Conference on Computer Vision (ICCV), 2023
Yinhe Liu
Sunan Shi
Junjue Wang
Yanfei Zhong
228
0
0
27 Sep 2023
Decomposing and Coupling Saliency Map for Lesion Segmentation in
  Ultrasound Images
Decomposing and Coupling Saliency Map for Lesion Segmentation in Ultrasound Images
Zhenyuan Ning
Yixiao Mao
Qianjin Feng
Shengzhou Zhong
Yu Zhang
155
0
0
02 Aug 2023
Expediting Building Footprint Extraction from High-resolution Remote
  Sensing Images via progressive lenient supervision
Expediting Building Footprint Extraction from High-resolution Remote Sensing Images via progressive lenient supervision
Haonan Guo
Bo Du
Chen Wu
Xin Su
Guang Dai
256
0
0
23 Jul 2023
The Segment Anything Model (SAM) for Remote Sensing Applications: From
  Zero to One Shot
The Segment Anything Model (SAM) for Remote Sensing Applications: From Zero to One ShotInternational Journal of Applied Earth Observation and Geoinformation (JAEOG), 2023
L. Osco
Qiusheng Wu
Eduardo Lopes de Lemos
W. Gonçalves
A. P. Ramos
Jonathan Li
J. M. Junior
VLM
344
347
0
29 Jun 2023
AerialFormer: Multi-resolution Transformer for Aerial Image Segmentation
AerialFormer: Multi-resolution Transformer for Aerial Image SegmentationRemote Sensing (RS), 2023
Kashu Yamazaki
Taisei Hanyu
Minh-Triet Tran
Adrian Garcia
Roy McCann
Haitao Liao
Chase Rainwater
Meredith Adkins
J. Cothren
Ngan Le
ViT
268
76
0
12 Jun 2023
SACANet: scene-aware class attention network for semantic segmentation
  of remote sensing images
SACANet: scene-aware class attention network for semantic segmentation of remote sensing imagesIEEE International Conference on Multimedia and Expo (ICME), 2023
Xiaowen Ma
Rui Che
Tingfeng Hong
Mengting Ma
Zi-Shu Zhao
Tian Feng
Wei Zhang
3DPC
236
16
0
22 Apr 2023
A Billion-scale Foundation Model for Remote Sensing Images
A Billion-scale Foundation Model for Remote Sensing ImagesIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2023
Keumgang Cha
Junghoon Seo
Taekyung Lee
338
107
0
11 Apr 2023
Directional Connectivity-based Segmentation of Medical Images
Directional Connectivity-based Segmentation of Medical ImagesComputer Vision and Pattern Recognition (CVPR), 2023
Ziyun Yang
Sina Farsiu
404
87
0
31 Mar 2023
CAFS: Class Adaptive Framework for Semi-Supervised Semantic Segmentation
CAFS: Class Adaptive Framework for Semi-Supervised Semantic Segmentation
Jingi Ju
Hyeoncheol Noh
Yooseung Wang
Min-seok Seo
Dong-Geol Choi
395
4
0
21 Mar 2023
LoG-CAN: local-global Class-aware Network for semantic segmentation of
  remote sensing images
LoG-CAN: local-global Class-aware Network for semantic segmentation of remote sensing imagesIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Xiaowen Ma
Mengting Ma
Chenlu Hu
Zhiyuan Song
Zi-Shu Zhao
Tian Feng
Wei Zhang
198
24
0
14 Mar 2023
RemoteNet: Remote Sensing Image Segmentation Network based on
  Global-Local Information
RemoteNet: Remote Sensing Image Segmentation Network based on Global-Local Information
S. Kumar
Abhishek Kumar
Dong-Gyu Lee
271
4
0
25 Feb 2023
SegForestNet: Spatial-Partitioning-Based Aerial Image Segmentation
SegForestNet: Spatial-Partitioning-Based Aerial Image Segmentation
D. Gritzner
Jörn Ostermann
309
1
0
03 Feb 2023
Self-Pair: Synthesizing Changes from Single Source for Object Change
  Detection in Remote Sensing Imagery
Self-Pair: Synthesizing Changes from Single Source for Object Change Detection in Remote Sensing ImageryIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Min-seok Seo
Hakjin Lee
Y. Jeon
Junghoon Seo
239
26
0
20 Dec 2022
PatchRefineNet: Improving Binary Segmentation by Incorporating Signals
  from Optimal Patch-wise Binarization
PatchRefineNet: Improving Binary Segmentation by Incorporating Signals from Optimal Patch-wise BinarizationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
S. Nagendra
Chaopeng Shen
Daniel Kifer
MQ
317
9
0
12 Nov 2022
A Joint Framework Towards Class-aware and Class-agnostic Alignment for
  Few-shot Segmentation
A Joint Framework Towards Class-aware and Class-agnostic Alignment for Few-shot SegmentationAsian Conference on Computer Vision (ACCV), 2022
Kai-Qi Huang
Mingfei Cheng
Yang Wang
Bochen Wang
Ye Xi
Feigege Wang
Peng Chen
177
2
0
02 Nov 2022
SuperYOLO: Super Resolution Assisted Object Detection in Multimodal
  Remote Sensing Imagery
SuperYOLO: Super Resolution Assisted Object Detection in Multimodal Remote Sensing ImageryIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022
Jiaqi Zhang
Jie Lei
Weiying Xie
Zhenman Fang
Yunsong Li
Qian Du
ObjD
407
385
0
27 Sep 2022
SegNeXt: Rethinking Convolutional Attention Design for Semantic
  Segmentation
SegNeXt: Rethinking Convolutional Attention Design for Semantic SegmentationNeural Information Processing Systems (NeurIPS), 2022
Meng-Hao Guo
Chenggang Lu
Qibin Hou
Zheng Liu
Ming-Ming Cheng
Shiyong Hu
SSegViTVLM
413
1,104
0
18 Sep 2022
Advancing Plain Vision Transformer Towards Remote Sensing Foundation
  Model
Advancing Plain Vision Transformer Towards Remote Sensing Foundation ModelIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022
Di Wang
Qiming Zhang
Yufei Xu
Jing Zhang
Bo Du
Dacheng Tao
Guang Dai
415
353
0
08 Aug 2022
Improved-Flow Warp Module for Remote Sensing Semantic Segmentation
Improved-Flow Warp Module for Remote Sensing Semantic Segmentation
Yinjie Zhang
Yi Liu
Wei Guo
214
0
0
09 May 2022
All Grains, One Scheme (AGOS): Learning Multi-grain Instance
  Representation for Aerial Scene Classification
All Grains, One Scheme (AGOS): Learning Multi-grain Instance Representation for Aerial Scene ClassificationIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022
Qi Bi
Beichen Zhou
K. Qin
Qinghao Ye
Guisong Xia
246
50
0
06 May 2022
An Empirical Study of Remote Sensing Pretraining
An Empirical Study of Remote Sensing PretrainingIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022
Di Wang
Jing Zhang
Bo Du
Guisong Xia
Dacheng Tao
EDL
389
279
0
06 Apr 2022
Unsupervised Change Detection Based on Image Reconstruction Loss
Unsupervised Change Detection Based on Image Reconstruction Loss
Hyeoncheol Noh
Jingi Ju
Min-seok Seo
Jong-chan Park
Dong-Geol Choi
379
47
0
04 Apr 2022
DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic
  Change Segmentation
DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change SegmentationComputer Vision and Pattern Recognition (CVPR), 2022
Aysim Toker
L. Kondmann
Mark Weber
Marvin Eisenberger
Andrés Camero
...
T. Davis
Zorah Lähner
G. Marchisio
Xiao Xiang Zhu
Laura Leal-Taixé
207
126
0
23 Mar 2022
3DRM:Pair-wise relation module for 3D object detection
3DRM:Pair-wise relation module for 3D object detectionComputers & graphics (Comput. Graph.), 2021
Yuqing Lan
Yao Duan
Yifei Shi
Hui Huang
Kai Xu
3DPC
146
5
0
20 Feb 2022
AF$_2$: Adaptive Focus Framework for Aerial Imagery Segmentation
AF2_22​: Adaptive Focus Framework for Aerial Imagery Segmentation
Lin Huang
Qi Dong
Lijun Wu
Jia Zhang
Jiang Bian
Tie-Yan Liu
176
0
0
18 Feb 2022
Deep Level Set for Box-supervised Instance Segmentation in Aerial Images
Deep Level Set for Box-supervised Instance Segmentation in Aerial Images
Wentong Li
Yijie Chen
Wenyu Liu
Jianke Zhu
223
2
0
07 Dec 2021
TorchGeo: Deep Learning With Geospatial Data
TorchGeo: Deep Learning With Geospatial Data
Adam J. Stewart
Caleb Robinson
Isaac Corley
Anthony Ortiz
J. L. Ferres
Arindam Banerjee
3DPC
470
117
0
17 Nov 2021
LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic
  Segmentation
LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation
Junjue Wang
Zhuo Zheng
A. Ma
Xiaoyan Lu
Yanfei Zhong
786
584
0
17 Oct 2021
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