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ResUNet-a: a deep learning framework for semantic segmentation of remotely sensed data

1 April 2019

Papers citing "ResUNet-a: a deep learning framework for semantic segmentation of remotely sensed data"

50 / 203 papers shown

Title
DA-TransUNet: Integrating Spatial and Channel Dual Attention with Transformer U-Net for Medical Image Segmentation Guanqun Sun Yizhi Pan Weikun Kong Zichang Xu Jianhua Ma Teeradaj Racharak Le-Minh Nguyen Junyi Xin ViT MedIm 78 80 0 19 Oct 2023
SeUNet-Trans: A Simple yet Effective UNet-Transformer Model for Medical Image Segmentation Tan-Hanh Pham Xianqi Li Kim-Doang Nguyen MedIm ViT 80 14 0 16 Oct 2023
SSG2: A new modelling paradigm for semantic segmentation F. Diakogiannis S. Furby P. Caccetta Xiaoliang Wu Rodrigo Ibata O. Hlinka John Taylor VLM 79 0 0 12 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 70 0 0 27 Sep 2023
Cross-City Matters: A Multimodal Remote Sensing Benchmark Dataset for Cross-City Semantic Segmentation using High-Resolution Domain Adaptation Networks Danfeng Hong Bing Zhang Hao Li Yuxuan Li Jing Yao Chenyu Li Martin Werner Jocelyn Chanussote Alexander Zipf Xiaoxiang Zhu SSeg 92 359 0 26 Sep 2023
Assessment of a new GeoAI foundation model for flood inundation mapping Wenwen Li Hyunho Lee Sizhe Wang Chia-Yu Hsu S. Arundel AI4CE 79 18 0 25 Sep 2023
Spatial-Assistant Encoder-Decoder Network for Real Time Semantic Segmentation Yalun Wang Shidong Chen Huicong Bian Weixiao Li Qin Lu SSeg 3DPC 133 4 0 19 Sep 2023
Long-Range Correlation Supervision for Land-Cover Classification from Remote Sensing Images Dawen Yu Shunping Ji 37 12 0 08 Sep 2023
DCP-Net: A Distributed Collaborative Perception Network for Remote Sensing Semantic Segmentation Zhechao Wang Peirui Cheng Shujing Duan Kaiqiang Chen Zhirui Wang Xinming Li Xian Sun 65 3 0 05 Sep 2023
Flexible Handover with Real-Time Robust Dynamic Grasp Trajectory Generation Gu Zhang Haoshu Fang Hongjie Fang Cewu Lu 35 6 0 29 Aug 2023
Comparison of automated crater catalogs for Mars from Benedix et al. (2020) and Lee and Hogan (2021) Christopher Lee 38 0 0 28 Aug 2023
Learning Multiscale Consistency for Self-supervised Electron Microscopy Instance Segmentation Yinda Chen Wei-Ping Huang Xiaoyu Liu Shiyu Deng Qi Chen Zhiwei Xiong 94 20 0 19 Aug 2023
Monitoring of Urban Changes with multi-modal Sentinel 1 and 2 Data in Mariupol, Ukraine, in 2022/23 Georg Zitzlsberger M. Podhorányi 73 0 0 11 Aug 2023
Blind Motion Deblurring with Pixel-Wise Kernel Estimation via Kernel Prediction Networks Guillermo Varela Carbajal Patricia Vitoria José Lezama Pablo Musé 115 6 0 05 Aug 2023
The changing rule of human bone density with aging based on a novel definition and mensuration of bone density with computed tomography Linmi Tao Rui-Tan Liu Yuan Wang Yuezhi Zhou Li Huo Guilan Hu Xiangsong Zhang Zuo-xiang He 45 1 0 05 Aug 2023
NeuBTF: Neural fields for BTF encoding and transfer Carlos Rodriguez-Pardo Konstantinos Kazatzis Jorge López-Moreno Elena Garces AI4CE 95 9 0 03 Jul 2023
Few-Shot Rotation-Invariant Aerial Image Semantic Segmentation Qinglong Cao Yuntian Chen Chao Ma Xiaokang Yang 52 14 0 29 May 2023
UMat: Uncertainty-Aware Single Image High Resolution Material Capture Carlos Rodriguez-Pardo Henar Dominguez-Elvira David Pascual-Hernández Elena Garces 80 16 0 25 May 2023
Meta-Polyp: a baseline for efficient Polyp segmentation Quoc-Huy Trinh MedIm 54 18 0 13 May 2023
Semantic Segmentation using Vision Transformers: A survey Hans Thisanke Chamli Deshan K. Chamith Sachith Seneviratne Rajith Vidanaarachchi Damayanthi Herath ViT 93 159 0 05 May 2023
Unsupervised Domain Adaptation for Neuron Membrane Segmentation based on Structural Features Yu An Dongnan Liu Weidong (Tom) Cai 71 4 0 04 May 2023
SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model Di Wang Jing Zhang Bo Du Minqiang Xu Lin Liu Dacheng Tao Lefei Zhang 222 71 0 03 May 2023
DIAMANT: Dual Image-Attention Map Encoders For Medical Image Segmentation Yousef Yeganeh Azade Farshad Peter Weinberger Seyed-Ahmad Ahmadi Ehsan Adeli Nassir Navab ViT MedIm 68 0 0 28 Apr 2023
Ensemble Methods for Multi-Organ Segmentation in CT Series L. Crespi P. Roncaglioni D. Dei C. Franzese N. Lambri Daniele Loiacono P. Mancosu M. Scorsetti 38 0 0 31 Mar 2023
ISLE: A Framework for Image Level Semantic Segmentation Ensemble Erik Ostrowski Mohamed Bennai VLM 141 0 0 14 Mar 2023
SILOP: An Automated Framework for Semantic Segmentation Using Image Labels Based on Object Perimeters Erik Ostrowski B. Prabakaran Mohamed Bennai 59 0 0 14 Mar 2023
SAR-UNet: Small Attention Residual UNet for Explainable Nowcasting Tasks Mathieu Renault S. Mehrkanoon AI4TS 59 7 0 12 Mar 2023
Multi-site, Multi-domain Airway Tree Modeling (ATM'22): A Public Benchmark for Pulmonary Airway Segmentation Minghui Zhang Yang Wu Hanxiao Zhang Yulei Qin Hao Zheng ... Raúl San José Estépar C. Espinosa Jiayuan Sun Guang-Zhong Yang Yun Gu 83 12 0 10 Mar 2023
A Few-Shot Attention Recurrent Residual U-Net for Crack Segmentation Iason Katsamenis Eftychios E. Protopapadakis N. Bakalos Anastasios Doulamis N. Doulamis A. Voulodimos 70 15 0 02 Mar 2023
DECOR-NET: A COVID-19 Lung Infection Segmentation Network Improved by Emphasizing Low-level Features and Decorrelating Features Jiesi Hu Yanwu Yang Xutao Guo Tingxia Ma 63 3 0 28 Feb 2023
SU-Net: Pose estimation network for non-cooperative spacecraft on-orbit Huiyu Gao Zhihui Li Depeng Dang Ning Wang Jing Yang 86 10 0 21 Feb 2023
Hadamard Layer to Improve Semantic Segmentation A. Hoyos M. Rivera SSeg 50 1 0 20 Feb 2023
One-Pot Multi-Frame Denoising Lujia Jin Shi-Jing Zhao Lei Zhu Qian Chen Yanye Lu 69 1 0 18 Feb 2023
Novel Building Detection and Location Intelligence Collection in Aerial Satellite Imagery Sandeep Singh Christian Wiles A. Bilal 122 0 0 06 Feb 2023
Multi Kernel Positional Embedding ConvNeXt for Polyp Segmentation Trong-Hieu Nguyen-Mau Quoc-Huy Trinh Nhat-Tan Bui M. Tran Hai-Dang Nguyen MedIm 87 9 0 17 Jan 2023
An atrium segmentation network with location guidance and siamese adjustment Yu Xie Zhiyong Zhang Shaolong Chen Changzhen Qiu 3DPC MedIm 55 0 0 11 Jan 2023
MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training in Radiology Chaoyi Wu Xiaoman Zhang Ya Zhang Yanfeng Wang Weidi Xie LM&MA VLM 126 121 0 05 Jan 2023
Spectral Bandwidth Recovery of Optical Coherence Tomography Images using Deep Learning T. Yu Da Ma Jayden Cole M. Ju M. Beg M. Sarunic 60 3 0 02 Jan 2023
PatchRefineNet: Improving Binary Segmentation by Incorporating Signals from Optimal Patch-wise Binarization S. Nagendra Chaopeng Shen Daniel Kifer MQ 98 8 0 12 Nov 2022
Exploration of Convolutional Neural Network Architectures for Large Region Map Automation Rostyslav-Mykola Tsenov Christopher J. Henry J. Storie C. Storie Brent Murray Mikhail Sokolov 72 3 0 07 Nov 2022
ImageCAS: A Large-Scale Dataset and Benchmark for Coronary Artery Segmentation based on Computed Tomography Angiography Images An Zeng Chunbiao Wu Meiping Huang Jian Zhuang Shanshan Bi ... Tianchen Wang Yiyu Shi Xuelong Li Guisen Lin Xiaowei Xu 99 62 0 03 Nov 2022
Evaluating the Impact of Loss Function Variation in Deep Learning for Classification Simon Dräger Jannik Dunkelau 80 2 0 28 Oct 2022
Hierarchical Instance Mixing across Domains in Aerial Segmentation Edoardo Arnaudo A. Tavera F. Dominici Carlo Masone Barbara Caputo 68 7 0 12 Oct 2022
UGformer for Robust Left Atrium and Scar Segmentation Across Scanners Tianyi Liu Size Hou Jiayu Zhu Zilong Zhao Haochuan Jiang MedIm 76 2 0 11 Oct 2022
MTU-Net: Multi-level TransUNet for Space-based Infrared Tiny Ship Detection Tianhao Wu Boyang Li Yihang Luo Yingqian Wang Chao Xiao Ting-Yuan Liu Jungang Yang Wei An Yulan Guo ViT 107 116 0 28 Sep 2022
CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic Segmentation Midhun Vayyat Jaswin Kasi Anuraag Bhattacharya Shuaib Ahmed Rahul Tallamraju 80 18 0 27 Aug 2022
EAA-Net: Rethinking the Autoencoder Architecture with Intra-class Features for Medical Image Segmentation Shiqiang Ma Xia Li Jijun Tang Fei Guo 63 4 0 19 Aug 2022
Discover the Mysteries of the Maya: Selected Contributions from the Machine Learning Challenge & The Discovery Challenge Workshop at ECML PKDD 2021 D. Kocev Nikola Simidjievski Ana Kostovska I. Dimitrovski Žiga Kokalj 41 3 0 05 Aug 2022
TransNorm: Transformer Provides a Strong Spatial Normalization Mechanism for a Deep Segmentation Model Reza Azad Mohammad T. Al-Antary Moein Heidari Dorit Merhof ViT MedIm 117 76 0 27 Jul 2022
GSmooth: Certified Robustness against Semantic Transformations via Generalized Randomized Smoothing Zhongkai Hao Chengyang Ying Yinpeng Dong Hang Su Jun Zhu Jian Song AAML 92 21 0 09 Jun 2022