UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation

11 December 2019

Zongwei Zhou

Papers citing "UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation"

50 / 456 papers shown

Title
MFogHub: Bridging Multi-Regional and Multi-Satellite Data for Global Marine Fog Detection and Forecasting Mengqiu Xu Kaixin Chen Heng Guo Yixiang Huang Ming Wu Zhenwei Shi Chuang Zhang Jun Guo 32 0 0 15 May 2025
Calibration and Uncertainty for multiRater Volume Assessment in multiorgan Segmentation (CURVAS) challenge results Meritxell Riera-Marin S. Ko Julia Rodriguez-Comas Matthias Stefan May Zhaohong Pan ... Anton Aubanell Andreu Antolin Javier Garcia-Lopez M. A. G. Ballester Adrian Galdran UQCV 43 0 0 13 May 2025
Autonomous Robotic Pruning in Orchards and Vineyards: a Review Alessandro Navone Mauro Martini Marcello Chiaberge 35 0 0 12 May 2025
BodyGPS: Anatomical Positioning System H. Yerebakan Kritika Iyer Xueqi Guo Yoshihisa Shinagawa Gerardo Hermosillo Valadez MedIm 3DH 34 0 0 12 May 2025
Feedback-Driven Pseudo-Label Reliability Assessment: Redefining Thresholding for Semi-Supervised Semantic Segmentation Negin Ghamsarian Sahar Nasirihaghighi Klaus Schoeffmann Raphael Sznitman 28 0 0 12 May 2025
DFEN: Dual Feature Equalization Network for Medical Image Segmentation Jianjian Yin Yi Chen Chong Li Zhichao Zheng Yanhui Gu Junsheng Zhou MedIm 32 0 0 09 May 2025
Tetrahedron-Net for Medical Image Registration Jinhai Xiang Shuai Guo Qianru Han Dantong Shi Xinwei He Xiang Bai 3DV 52 0 0 07 May 2025
Efficient Adaptation of Deep Neural Networks for Semantic Segmentation in Space Applications Leonardo Olivi Edoardo Santero Mormile Enzo Tartaglione SSeg 35 0 0 22 Apr 2025
Segregation and Context Aggregation Network for Real-time Cloud Segmentation Yijie Li Hewei Wang Jiayi Zhang Jinjiang You Jinfeng Xu Puzhen Wu Yunzhong Xiao Soumyabrata Dev 115 1 0 19 Apr 2025
ViG3D-UNet: Volumetric Vascular Connectivity-Aware Segmentation via 3D Vision Graph Representation Bowen Liu Chunlei Meng Wei Lin Hongda Zhang Ziqing Zhou Zhongxue Gan chun ouyang 26 0 0 18 Apr 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 38 0 0 18 Apr 2025
DADU: Dual Attention-based Deep Supervised UNet for Automated Semantic Segmentation of Cardiac Images Racheal Mukisa Arvind K. Bansal 24 0 0 18 Apr 2025
PraNet-V2: Dual-Supervised Reverse Attention for Medical Image Segmentation Bo-Cheng Hu Ge-Peng Ji Dian Shao Deng-Ping Fan 25 0 0 15 Apr 2025
PRAD: Periapical Radiograph Analysis Dataset and Benchmark Model Development Zhenhuan Zhou Yuchen Zhang Ruihong Xu Xuansen Zhao Tao Li MedIm 29 0 0 10 Apr 2025
Zeus: Zero-shot LLM Instruction for Union Segmentation in Multimodal Medical Imaging Siyuan Dai Kai Ye Guodong Liu Haoteng Tang Liang Zhan MedIm 38 0 0 09 Apr 2025
Falcon: Fractional Alternating Cut with Overcoming Minima in Unsupervised Segmentation Xiao Zhang Xiangyu Han Xiwen Lai Yao Sun Pei Zhang Konrad Kording 34 0 0 08 Apr 2025
HRMedSeg: Unlocking High-resolution Medical Image segmentation via Memory-efficient Attention Modeling Qing Xu Zhenye Lou Chenxin Li Xiangjian He Rong Qu Tesema Fiseha Berhanu Yi Wang Wenting Duan Zhen Chen MedIm 31 0 0 08 Apr 2025
UCS: A Universal Model for Curvilinear Structure Segmentation Dianshuo Li Li Chen Y. Cao Kai Zhu Jun Cheng 38 0 0 05 Apr 2025
Model Reveals What to Cache: Profiling-Based Feature Reuse for Video Diffusion Models Xuran Ma Yexin Liu Yaofu Liu Xianfeng Wu Mingzhe Zheng Ziyi Wang Ser-Nam Lim Harry Yang DiffM 43 0 0 04 Apr 2025
Graph Attention-Driven Bayesian Deep Unrolling for Dual-Peak Single-Photon Lidar Imaging Kyungmin Choi JaKeoung Koo S. Mclaughlin Abderrahim Halimi 3DPC 3DV 65 0 0 03 Apr 2025
STPNet: Scale-aware Text Prompt Network for Medical Image Segmentation Dandan Shan Zihan Li Yunxiang Li Qingde Li Jie Tian Qingqi Hong MedIm 35 0 0 02 Apr 2025
An Explainable Neural Radiomic Sequence Model with Spatiotemporal Continuity for Quantifying 4DCT-based Pulmonary Ventilation Rihui Zhang Haiming Zhu Jingtong Zhao Lei Zhang F. Yin Chunhao Wang Zhenyu Yang 37 0 0 31 Mar 2025
Vehicular Road Crack Detection with Deep Learning: A New Online Benchmark for Comprehensive Evaluation of Existing Algorithms Nachuan Ma Zhengfei Song Qiang Hu Chuang-Wei Liu Yu Han Yanting Zhang Rui Fan Lihua Xie 57 0 0 23 Mar 2025
dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data Analysis Luyuan Xie Tianyu Luan Wenyuan Cai Guochen Yan Zhe Chen Nan Xi Yuejian Fang Qingni Shen Zhonghai Wu Junsong Yuan FedML 67 0 0 13 Mar 2025
Deep Learning-Based Automated Workflow for Accurate Segmentation and Measurement of Abdominal Organs in CT Scans Praveen Shastry Ashok Sharma Kavya Mohan Naveen Kumarasami Anandakumar D Mounigasri M Keerthana R Kishore Prasath Venkatesh Bargava Subramanian Kalyan Sivasailam 70 1 0 13 Mar 2025
3D Medical Imaging Segmentation on Non-Contrast CT Canxuan Gang Yuhan Peng 57 0 0 11 Mar 2025
X-GAN: A Generative AI-Powered Unsupervised Model for High-Precision Segmentation of Retinal Main Vessels toward Early Detection of Glaucoma Cheng Huang Weizheng Xie Tsengdar Lee Jui-Kai Wang Karanjit S Kooner Jia Zhang 138 1 0 09 Mar 2025
Fully Exploiting Vision Foundation Model's Profound Prior Knowledge for Generalizable RGB-Depth Driving Scene Parsing Sicen Guo Tianyou Wen Chuang-Wei Liu Qijun Chen Rui Fan 57 0 0 10 Feb 2025
Deep Learning for Ophthalmology: The State-of-the-Art and Future Trends Duy M. Nguyen Hasan Md Tusfiqur Alam T. Nguyen Devansh Srivastav H. Profitlich Ngan Le Daniel Sonntag 36 2 0 07 Jan 2025
PARF-Net: integrating pixel-wise adaptive receptive fields into hybrid Transformer-CNN network for medical image segmentation Xu Ma Mengsheng Chen Junhui Zhang Lijuan Song Fang Du Zhenhua Yu ViT MedIm 36 0 0 06 Jan 2025
OCTAMamba: A State-Space Model Approach for Precision OCTA Vasculature Segmentation Shun Zou Zhuo Zhang Guangwei Gao Mamba 94 1 0 03 Jan 2025
IRFusionFormer: Enhancing Pavement Crack Segmentation with RGB-T Fusion and Topological-Based Loss Ruiqiang Xiao Xiaohu Chen 34 0 0 31 Dec 2024
ProKAN: Progressive Stacking of Kolmogorov-Arnold Networks for Efficient Liver Segmentation Bhavesh Gyanchandani Aditya Oza Abhinav Roy 28 1 0 27 Dec 2024
UNet--: Memory-Efficient and Feature-Enhanced Network Architecture based on U-Net with Reduced Skip-Connections Lingxiao Yin Wei Tao Dongyue Zhao Tadayuki Ito Kinya Osa Masami Kato Tse-Wei Chen 38 0 0 24 Dec 2024
Federated Learning for Coronary Artery Plaque Detection in Atherosclerosis Using IVUS Imaging: A Multi-Hospital Collaboration Chiu-Han Hsiao Kai Chen Tsung-Yu Peng Wei-Chieh Huang 60 2 0 19 Dec 2024
SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp Segmentation Tapas Kumar Dutta Snehashis Majhi Deepak Ranjan Nayak Debesh Jha Mamba 87 0 0 11 Dec 2024
Multi-scale and Multi-path Cascaded Convolutional Network for Semantic Segmentation of Colorectal Polyps M. A. Manan Feng Jinchao Muhammad Yaqub Shahzad Ahmed Syed Muhammad Ali Imran Imran Shabir Chuhan Haroon Ahmed Khan 99 3 0 03 Dec 2024
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Lingcong Cai Yongqian Li Xiaomao Fan Kaixuan Song Yongcheng Li Yixuan Yuan 71 0 0 03 Dec 2024
LoyalDiffusion: A Diffusion Model Guarding Against Data Replication Chenghao Li Yuke Zhang Dake Chen Jingqi Xu P. Beerel 71 0 0 02 Dec 2024
DPE-Net: Dual-Parallel Encoder Based Network for Semantic Segmentation of Polyps Malik Abdul Manan Feng Jinchao Shahzad Ahmed Abdul Raheem 60 1 0 01 Dec 2024
Machine-agnostic Automated Lumbar MRI Segmentation using a Cascaded Model Based on Generative Neurons Promit Basak Rusab Sarmun Saidul Kabir Israa Al-Hashimi Enamul Hoque Bhuiyan Anwarul Hasan Muhammad Salman Khan M. Chowdhury 68 1 0 23 Nov 2024
DiM: $f$ -Divergence Minimization Guided Sharpness-Aware Optimization for Semi-supervised Medical Image Segmentation Bingli Wang Houcheng Su Nan Yin Mengzhu Wang Li Shen 85 0 0 19 Nov 2024
TP-UNet: Temporal Prompt Guided UNet for Medical Image Segmentation Ranmin Wang Limin Zhuang Hongkun Chen Boyan Xu Ruichu Cai 39 0 0 18 Nov 2024
Retinal Vessel Segmentation via Neuron Programming Tingting Wu Ruyi Min Peixuan Song Hengtao Guo Tieyong Zeng Feng-Lei Fan 31 0 0 17 Nov 2024
TexLiverNet: Leveraging Medical Knowledge and Spatial-Frequency Perception for Enhanced Liver Tumor Segmentation Xiaoyan Jiang Zhi Zhou HaiLing Wang Guozhong Wang ZhiJun Fang MedIm 50 0 0 07 Nov 2024
Synergy-Guided Regional Supervision of Pseudo Labels for Semi-Supervised Medical Image Segmentation Tao Wang Xinlin Zhang Yuanbin Chen Yuanbo Zhou Longxuan Zhao T. Tan Tong Tong 24 0 0 07 Nov 2024
Deep Learning-Driven Microstructure Characterization and Vickers Hardness Prediction of Mg-Gd Alloys Lu Wang H. Chen Bing Wang Qian Li Qun Luo Yuexing Han 28 0 0 27 Oct 2024
Frontiers in Intelligent Colonoscopy Ge-Peng Ji Jingyi Liu Peng-Tao Xu Nick Barnes F. Khan Salman Khan Deng-Ping Fan 43 4 0 22 Oct 2024
An Explainable Contrastive-based Dilated Convolutional Network with Transformer for Pediatric Pneumonia Detection Chandravardhan Singh Raghaw Parth Shirish Bhore Mohammad Zia Ur Rehman Nagendra Kumar ViT MedIm 34 5 0 21 Oct 2024
MDFI-Net: Multiscale Differential Feature Interaction Network for Accurate Retinal Vessel Segmentation Yiwang Dong Xiangyu Deng 24 0 0 20 Oct 2024