Road Extraction by Deep Residual U-Net

29 November 2017

Zhengxin Zhang

Qingjie Liu

Yunhong Wang

SSeg

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Papers citing "Road Extraction by Deep Residual U-Net"

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Title
An incremental algorithm for non-convex AI-enhanced medical image processing Elena Morotti 24 0 0 13 May 2025
DFEN: Dual Feature Equalization Network for Medical Image Segmentation Jianjian Yin Yi Chen C. Li Zhichao Zheng Yanhui Gu Junsheng Zhou MedIm 27 0 0 09 May 2025
FocusNet: Transformer-enhanced Polyp Segmentation with Local and Pooling Attention Jun Zeng KC Santosh Deepak Rajan Nayak Thomas de Lange Jonas Varkey Tyler Berzin Debesh Jha ViT MedIm 33 0 0 18 Apr 2025
Transport-Related Surface Detection with Machine Learning: Analyzing Temporal Trends in Madrid and Vienna Miguel Ureña Pliego Rubén Martínez Marín Nianfang Shi Takeru Shibayama Ulrich Leth Miguel Marchamalo Sacristán 53 0 0 19 Mar 2025
MaskAttn-UNet: A Mask Attention-Driven Framework for Universal Low-Resolution Image Segmentation Anzhe Cheng Chenzhong Yin Yu Chang Heng Ping Shixuan Li Shahin Nazarian Paul Bogdan SSeg 86 0 0 11 Mar 2025
Clinical Inspired MRI Lesion Segmentation Lijun Yan Churan Wang Fangwei Zhong Yizhou Wang 48 1 0 22 Feb 2025
FunduSAM: A Specialized Deep Learning Model for Enhanced Optic Disc and Cup Segmentation in Fundus Images Jinchen Yu Yongwei Nie Fei Qi Wenxiong Liao Hongmin Cai MedIm 49 0 0 10 Feb 2025
A Comprehensive Review of U-Net and Its Variants: Advances and Applications in Medical Image Segmentation Wang Jiangtao Nur Intan Raihana Ruhaiyem Fu Panpan SSeg 145 0 0 09 Feb 2025
From Pixels to Progress: Generating Road Network from Satellite Imagery for Socioeconomic Insights in Impoverished Areas Yanxin Xi Yu Liu Zhicheng Liu Sasu Tarkoma Pan Hui Yong Li 23 0 0 17 Jun 2024
Rethinking Attention Gated with Hybrid Dual Pyramid Transformer-CNN for Generalized Segmentation in Medical Imaging F. Bougourzi Fadi Dornaika Abdelmalik Taleb-Ahmed Vinh Truong Hoang MedIm ViT 37 1 0 28 Apr 2024
Real-time guidewire tracking and segmentation in intraoperative x-ray Baochang Zhang Mai Bui Cheng Wang F. Bourier H. Schunkert Nassir Navab 21 5 0 12 Apr 2024
Passive Snapshot Coded Aperture Dual-Pixel RGB-D Imaging B. Ghanekar S. S. Khan Pranav Sharma Shreyas Singh Vivek Boominathan Kaushik Mitra Ashok Veeraraghavan 31 2 0 28 Feb 2024
CT Liver Segmentation via PVT-based Encoding and Refined Decoding Debesh Jha Nikhil Kumar Tomar Koushik Biswas Gorkem Durak A. Medetalibeyoğlu M. Antalek Yury Velichko Daniela Ladner Amir Borhani Ulas Bagci ViT MedIm 26 7 0 17 Jan 2024
A Study on Self-Supervised Pretraining for Vision Problems in Gastrointestinal Endoscopy Edward Sanderson B. Matuszewski 21 2 0 11 Jan 2024
AI Powered Road Network Prediction with Multi-Modal Data N. E. Gengeç E. Tarı Ulas Bagci 17 0 0 28 Dec 2023
TABSurfer: a Hybrid Deep Learning Architecture for Subcortical Segmentation Aaron Cao Vishwanatha M. Rao Kejia Liu Xinru Liu Andrew F. Laine Jia Guo MedIm 18 1 0 13 Dec 2023
SeUNet-Trans: A Simple yet Effective UNet-Transformer Model for Medical Image Segmentation Tan-Hanh Pham Xianqi Li Kim-Doang Nguyen MedIm ViT 19 8 0 16 Oct 2023
M3FPolypSegNet: Segmentation Network with Multi-frequency Feature Fusion for Polyp Localization in Colonoscopy Images Ju-Hyeon Nam Seo-Hyeong Park Nur Suriza Syazwany Yerim Jung Yu-Han Im Sang-Chul Lee 23 3 0 09 Oct 2023
Deep learning modelling of manufacturing and build variations on multi-stage axial compressors aerodynamics G. Bruni Md Tahmid Rahman Laskar Jimmy X. Huang AI4CE 20 0 0 06 Oct 2023
Edge-aware Feature Aggregation Network for Polyp Segmentation Tao Zhou Yizhe Zhang Geng Chen Yi Zhou Ye Wu Deng-Ping Fan 128 6 0 19 Sep 2023
Enhancing Mobile Face Anti-Spoofing: A Robust Framework for Diverse Attack Types under Screen Flash Weihua Liu Chaochao Lin Yunzhen Yan CVBM AAML 13 1 0 29 Aug 2023
LadleNet: A Two-Stage UNet for Infrared Image to Visible Image Translation Guided by Semantic Segmentation Tonghui Zou Lei Chen 12 0 0 12 Aug 2023
Self-Supervised and Semi-Supervised Polyp Segmentation using Synthetic Data Enric Moreu Eric Arazo Kevin McGuinness Noel E. O'Connor 28 1 0 22 Jul 2023
Sound Demixing Challenge 2023 Music Demixing Track Technical Report: TFC-TDF-UNet v3 Minseok Kim Jun Hyung Lee Soonyoung Jung 16 3 0 15 Jun 2023
Neighborhood Attention Makes the Encoder of ResUNet Stronger for Accurate Road Extraction Ali Jamali S. K. Roy Jonathan Li Pedram Ghamisi 24 4 0 08 Jun 2023
Physics-Informed Computer Vision: A Review and Perspectives C. Banerjee Kien Nguyen Clinton Fookes G. Karniadakis PINN AI4CE 30 27 0 29 May 2023
Productive Crop Field Detection: A New Dataset and Deep Learning Benchmark Results E. Nascimento John Just Jurandy Almeida Tiago A. Almeida 10 6 0 19 May 2023
Segmentation and Vascular Vectorization for Coronary Artery by Geometry-based Cascaded Neural Network Xiaoyu Yang Lijian Xu Simon Yu Qing Xia Hongsheng Li Shaoting Zhang 16 3 0 07 May 2023
Detection of Pavement Cracks by Deep Learning Models of Transformer and UNet Yu Zhang Lin Zhang UQCV MedIm ViT 16 8 0 25 Apr 2023
D-TrAttUnet: Dual-Decoder Transformer-Based Attention Unet Architecture for Binary and Multi-classes Covid-19 Infection Segmentation F. Bougourzi C. Distante Fadi Dornaika A. Taleb-Ahmed MedIm ViT 9 5 0 27 Mar 2023
Road Extraction with Satellite Images and Partial Road Maps Qianxiong Xu Cheng Long Liang Yu Chen Zhang 22 19 0 22 Mar 2023
Semi-Supervised Segmentation of Multi-vendor and Multi-center Cardiac MRI using Histogram Matching Mahyar Bolhassani Ilkay Oksuz 13 7 0 22 Feb 2023
GAN-Based Object Removal in High-Resolution Satellite Images Hadi Mansourifar S. Simske GAN 16 3 0 24 Jan 2023
Lesion-aware Dynamic Kernel for Polyp Segmentation Ruifei Zhang Puxiang Lai Xiang Wan De-Jun Fan Feng Gao Xiao-Jian Wu Guanbin Li MedIm 16 80 0 12 Jan 2023
RUPNet: Residual upsampling network for real-time polyp segmentation Nikhil Kumar Tomar Ulas Bagci Debesh Jha MedIm 17 1 0 06 Jan 2023
Graph Convolution Based Cross-Network Multi-Scale Feature Fusion for Deep Vessel Segmentation Gangming Zhao Kongming Liang C. Pan Fandong Zhang Xianpeng Wu Xinyang Hu Yizhou Yu MedIm 24 26 0 06 Jan 2023
Collective Intelligent Strategy for Improved Segmentation of COVID-19 from CT S. Das Sushmita Mitra B. Uma Shankar 12 3 0 23 Dec 2022
How precise are performance estimates for typical medical image segmentation tasks? Rosana El Jurdi O. Colliot UQCV 15 6 0 26 Oct 2022
DilatedSegNet: A Deep Dilated Segmentation Network for Polyp Segmentation Nikhil Kumar Tomar Debesh Jha Ulas Bagci MedIm 30 16 0 24 Oct 2022
Swinv2-Imagen: Hierarchical Vision Transformer Diffusion Models for Text-to-Image Generation Rui Li Weihua Li Yi Yang Hanyu Wei Jianhua Jiang Quan-wei Bai DiffM 19 11 0 18 Oct 2022
Unsupervised Dense Nuclei Detection and Segmentation with Prior Self-activation Map For Histology Images Pingyi Chen Chenglu Zhu Zhongyi Shui Jiatong Cai S. Zheng Shichuan Zhang L. Yang 14 4 0 14 Oct 2022
ConvTransSeg: A Multi-resolution Convolution-Transformer Network for Medical Image Segmentation Zhendi Gong Andrew P. French Guoping Qiu Xin Chen ViT MedIm 30 6 0 13 Oct 2022
High-precision Density Mapping of Marine Debris and Floating Plastics via Satellite Imagery H. Booth Wanli Ma Oktay Karakuş 16 19 0 11 Oct 2022
Semantic Segmentation of Vegetation in Remote Sensing Imagery Using Deep Learning Alexandru Munteanu Marian Neagul 11 0 0 28 Sep 2022
Transfer Learning with Pretrained Remote Sensing Transformers A. Fuller K. Millard J.R. Green 25 11 0 28 Sep 2022
A Review of Modern Approaches for Coronary Angiography Imaging Analysis Maxim Y Popov Temirgali Aimyshev Eldar Ismailov Ablay Bulegenov S. Fazli 18 2 0 28 Sep 2022
PointScatter: Point Set Representation for Tubular Structure Extraction Dong Wang Zhao Zhang Zi-Long Zhao Yuhang Liu Yihong Chen Liwei Wang 3DPC 34 10 0 13 Sep 2022
SELTO: Sample-Efficient Learned Topology Optimization Sören Dittmer David Erzmann Henrik Harms Peter Maass 22 2 0 12 Sep 2022
Road detection via a dual-task network based on cross-layer graph fusion modules Zican Hu Wurui Shi Hongkun Liu Xueyun Chen 17 3 0 17 Aug 2022
OCTAve: 2D en face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning with Locality Augmentation Amrest Chinkamol Vetit Kanjaras Phattarapong Sawangjai Yitian Zhao Thapanun Sudhawiyangkul C. Chantrapornchai Cuntai Guan Theerawit Wilaiprasitporn 25 7 0 25 Jul 2022