Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images

15 May 2019

Papers citing "Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images"

50 / 52 papers shown

Title
SRMF: A Data Augmentation and Multimodal Fusion Approach for Long-Tail UHR Satellite Image Segmentation Yulong Guo Zilun Zhang Yongheng Shang Tiancheng Zhao Shuiguang Deng Yingchun Yang Jianwei Yin 68 0 0 28 Apr 2025
Two is Better than One: Efficient Ensemble Defense for Robust and Compact Models Yoojin Jung Byung Cheol Song AAML VLM MQ 41 0 0 07 Apr 2025
MEET: A Million-Scale Dataset for Fine-Grained Geospatial Scene Classification with Zoom-Free Remote Sensing Imagery Yansheng Li Yuning Wu Gong Cheng Chao Tao Bo Dang ... C. Zhang Yong-Jin Liu Xianfeng Tang Jiayi Ma Yongjun Zhang 52 2 0 14 Mar 2025
Structural and Statistical Texture Knowledge Distillation and Learning for Segmentation Deyi Ji Feng Zhao Hongtao Lu Feng Wu Jieping Ye 76 2 0 11 Mar 2025
Leveraging Adaptive Implicit Representation Mapping for Ultra High-Resolution Image Segmentation Ziyu Zhao Xiaoguang Li Pingping Cai Canyu Zhang Song Wang 34 0 0 31 Jul 2024
Multiplane Prior Guided Few-Shot Aerial Scene Rendering Zihan Gao Licheng Jiao Lingling Li Xu Liu F. Liu Puhua Chen Yuwei Guo 29 3 0 07 Jun 2024
Edge-guided and Class-balanced Active Learning for Semantic Segmentation of Aerial Images Lianlei Shan Weiqiang Wang Ke Lv Bin Luo VLM 30 1 0 28 May 2024
Boosting General Trimap-free Matting in the Real-World Image Leo Shan 62 1 0 28 May 2024
The Binary Quantized Neural Network for Dense Prediction via Specially Designed Upsampling and Attention Xingyu Ding Li Shan Guiqin Zhao Meiqi Wu Wenzhang Zhou Wei Li MQ 39 1 0 28 May 2024
Resource Efficient Perception for Vision Systems M. I. A V Subramanyam Niyati Singal Vinay Kumar Verma 51 0 0 12 May 2024
SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation Imagery Xin Guo Jiangwei Lao Bo Dang Yingying Zhang Lei Yu ... Jian Wang Jingdong Chen Ming Yang Yongjun Zhang Yansheng Li 36 119 0 15 Dec 2023
Learning to Holistically Detect Bridges from Large-Size VHR Remote Sensing Imagery Yansheng Li Junwei Luo Yongjun Zhang Yihua Tan Jin-Gang Yu Song Bai 41 21 0 05 Dec 2023
Not Just Learning from Others but Relying on Yourself: A New Perspective on Few-Shot Segmentation in Remote Sensing Hanbo Bi Yingchao Feng Zhiyuan Yan Yongqiang Mao Wenhui Diao Hongqi Wang Xian Sun 19 17 0 19 Oct 2023
Memory-Constrained Semantic Segmentation for Ultra-High Resolution UAV Imagery Qi Li Jiaxin Cai Yuanlong Yu Jason Gu Jia Pan Wenxi Liu 27 3 0 07 Oct 2023
Seeing Beyond the Patch: Scale-Adaptive Semantic Segmentation of High-resolution Remote Sensing Imagery based on Reinforcement Learning Yinhe Liu Sunan Shi Junjue Wang Yanfei Zhong 38 0 0 27 Sep 2023
Long-Range Correlation Supervision for Land-Cover Classification from Remote Sensing Images Dawen Yu Shunping Ji 24 9 0 08 Sep 2023
Unite-Divide-Unite: Joint Boosting Trunk and Structure for High-accuracy Dichotomous Image Segmentation Jialun Pei Zhangjun Zhou Yueming Jin He Tang Pheng-Ann Heng 43 12 0 26 Jul 2023
HRFNet: High-Resolution Forgery Network for Localizing Satellite Image Manipulation Fahim Faisal Niloy K. Bhaumik Simon S. Woo 21 1 0 20 Jul 2023
Guided Patch-Grouping Wavelet Transformer with Spatial Congruence for Ultra-High Resolution Segmentation Deyi Ji Feng Zhao Hongtao Lu ViT 55 16 0 03 Jul 2023
Land Cover Segmentation with Sparse Annotations from Sentinel-2 Imagery Marco Galatola Edoardo Arnaudo Luca Barco Claudio Rossi F. Dominici 21 0 0 28 Jun 2023
Ultra-High Resolution Segmentation with Ultra-Rich Context: A Novel Benchmark Deyi Ji Feng Zhao Hongtao Lu Mingyuan Tao Jieping Ye AI4TS 37 27 0 18 May 2023
Automatic High Resolution Wire Segmentation and Removal M. Chiu X. Zhang Zijun Wei Yuqian Zhou Eli Shechtman Connelly Barnes Zhe-nan Lin Florian Kainz Sohrab Amirghodsi Humphrey Shi 3DV 23 7 0 01 Apr 2023
MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling Xuzhe Zhang Yu-Hsun Wu S. Entringer H. Simhan Jia Guo ... A. Jackowski Haifeng Li J. Posner Andrew F. Laine Yun Wang OOD 20 11 0 16 Mar 2023
Progressive Learning with Cross-Window Consistency for Semi-Supervised Semantic Segmentation Bo Dang Yansheng Li Yongjun Zhang Jiayi Ma SSL 37 0 0 22 Nov 2022
EHSNet: End-to-End Holistic Learning Network for Large-Size Remote Sensing Image Semantic Segmentation Wei Chen Yansheng Li Bo Dang Yongjun Zhang 29 3 0 21 Nov 2022
PatchRefineNet: Improving Binary Segmentation by Incorporating Signals from Optimal Patch-wise Binarization S. Nagendra Chaopeng Shen Daniel Kifer MQ 38 8 0 12 Nov 2022
CRCNet: Few-shot Segmentation with Cross-Reference and Region-Global Conditional Networks Weide Liu Chi Zhang Guosheng Lin Fayao Liu ISeg SSeg 38 27 0 23 Aug 2022
A Robust Morphological Approach for Semantic Segmentation of Very High Resolution Images Siddharth Saravanan Aditya Challa Sravan Danda 35 0 0 02 Aug 2022
Global-Local Stepwise Generative Network for Ultra High-Resolution Image Restoration Xin Feng Haobo Ji Wenjie Pei Fanglin Chen Guangming Lu 34 4 0 16 Jul 2022
High Quality Segmentation for Ultra High-resolution Images Tiancheng Shen Yuechen Zhang Lu Qi Jason Kuen Xingyu Xie Jianlong Wu Zhe-nan Lin Jiaya Jia 81 43 0 29 Nov 2021
LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation Junjue Wang Zhuo Zheng A. Ma Xiaoyan Lu Yanfei Zhong 40 328 0 17 Oct 2021
High-Resolution Image Harmonization via Collaborative Dual Transformations Wenyan Cong Xinhao Tao Li Niu Jing Liang Xuesong Gao Qihao Sun Liqing Zhang 59 86 0 14 Sep 2021
DSNet: A Dual-Stream Framework for Weakly-Supervised Gigapixel Pathology Image Analysis Tiange Xiang Yang Song Chaoyi Zhang Dongnan Liu Mei Chen Fan Zhang Heng-Chiao Huang L. O’Donnell Weidong (Tom) Cai 27 14 0 13 Sep 2021
Ultra-high Resolution Image Segmentation via Locality-aware Context Fusion and Alternating Local Enhancement Wenxi Liu Qi Li Xin Lin Weixiang Yang Shengfeng He Yuanlong Yu 29 7 0 06 Sep 2021
Global-Local Transformer for Brain Age Estimation Sheng He P. E. Grant Yangming Ou ViT MedIm 25 105 0 03 Sep 2021
Detecting and Segmenting Adversarial Graphics Patterns from Images Xiangyu Qu Stanley H. Chan AAML 27 0 0 20 Aug 2021
Generating Superpixels for High-resolution Images with Decoupled Patch Calibration Yaxiong Wang Yuchao Wei Xueming Qian Li Zhu Yi Yang SupR 27 0 0 19 Aug 2021
DANCE: DAta-Network Co-optimization for Efficient Segmentation Model Training and Inference Chaojian Li Wuyang Chen Yuchen Gu Tianlong Chen Yonggan Fu Zhangyang Wang Yingyan Lin 35 0 0 16 Jul 2021
Progressive Semantic Segmentation Chuong Huynh Anh Tran Khoa Luu Minh Hoai 22 89 0 08 Apr 2021
Exposing Semantic Segmentation Failures via Maximum Discrepancy Competition Jiebin Yan Yu Zhong Yuming Fang Zhangyang Wang Kede Ma UQCV 22 18 0 27 Feb 2021
Scaling Semantic Segmentation Beyond 1K Classes on a Single GPU Shipra Jain D. Pani Martin Danelljan Luc Van Gool VLM 26 12 0 14 Dec 2020
An Empirical Method to Quantify the Peripheral Performance Degradation in Deep Networks C. Wloka John K. Tsotsos 18 0 0 04 Dec 2020
Human Perception-based Evaluation Criterion for Ultra-high Resolution Cell Membrane Segmentation Ruohua Shi Wenyao Wang Zhixuan Li Liuyuan He Kaiwen Sheng Lei Ma Kai Du Tingting Jiang Tiejun Huang 17 1 0 16 Oct 2020
CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement Ho Kei Cheng Jihoon Chung Yu-Wing Tai Chi-Keung Tang SSeg 8 208 0 06 May 2020
DeepStrip: High Resolution Boundary Refinement Peng Zhou Brian L. Price Scott D. Cohen G. Wilensky L. Davis 26 19 0 25 Mar 2020
PANDA: A Gigapixel-level Human-centric Video Dataset Xueyan Wang Xiya Zhang Yinheng Zhu Yuchen Guo Xiaoyun Yuan ... Zerun Wang Guiguang Ding D. Brady Qionghai Dai Lu Fang VGen 44 79 0 10 Mar 2020
FasterSeg: Searching for Faster Real-time Semantic Segmentation Wuyang Chen Xinyu Gong Xianming Liu Qian Zhang Yuan Li Zhangyang Wang SSeg OOD 19 190 0 23 Dec 2019
E2-Train: Training State-of-the-art CNNs with Over 80% Energy Savings Yue Wang Ziyu Jiang Xiaohan Chen Pengfei Xu Yang Katie Zhao Yingyan Lin Zhangyang Wang MQ 26 83 0 29 Oct 2019
Dual Dynamic Inference: Enabling More Efficient, Adaptive and Controllable Deep Inference Yue Wang Jianghao Shen Ting-Kuei Hu Pengfei Xu T. Nguyen Richard Baraniuk Zhangyang Wang Yingyan Lin 19 75 0 10 Jul 2019
ArcticNet: A Deep Learning Solution to Classify Arctic Wetlands Ziyu Jiang K. V. Ness J. Loisel Zhangyang Wang 9 3 0 01 Jun 2019