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 / 457 papers shown

Title
MDFI-Net: Multiscale Differential Feature Interaction Network for Accurate Retinal Vessel Segmentation Yiwang Dong Xiangyu Deng 26 0 0 20 Oct 2024
SemSim: Revisiting Weak-to-Strong Consistency from a Semantic Similarity Perspective for Semi-supervised Medical Image Segmentation Shiao Xie Haoran Wang Ziwei Niu Hao Sun Shuyi Ouyang Yen-Wei Chen Lanfen Lin 21 0 0 17 Oct 2024
UnSeg: One Universal Unlearnable Example Generator is Enough against All Image Segmentation Ye Sun Hao Zhang Tiehua Zhang Xingjun Ma Yu-Gang Jiang VLM 37 3 0 13 Oct 2024
CAPEEN: Image Captioning with Early Exits and Knowledge Distillation Divya J. Bajpai M. Hanawal VLM 23 4 0 06 Oct 2024
Semantic Segmentation Based Quality Control of Histopathology Whole Slide Images Abhijeet Patil Garima Jain Harsh Diwakar Jay Sawant Tripti Bameta Swapnil Rane Amit Sethi 40 1 0 04 Oct 2024
Polyp-SES: Automatic Polyp Segmentation with Self-Enriched Semantic Model Quang Vinh Nguyen Thanh Hoang Son Vo Sae-Ryung Kang Soo-Hyung Kim 29 0 0 02 Oct 2024
Shape-intensity knowledge distillation for robust medical image segmentation Wenhui Dong Bo Du Yongchao Xu 36 0 0 26 Sep 2024
MorphoSeg: An Uncertainty-Aware Deep Learning Method for Biomedical Segmentation of Complex Cellular Morphologies Tianhao Zhang Heather J. McCourty Berardo M. Sanchez-Tafolla Anton Nikolaev Lyudmila Mihaylova 23 0 0 25 Sep 2024
BGDB: Bernoulli-Gaussian Decision Block with Improved Denoising Diffusion Probabilistic Models Chengkun Sun Jinqian Pan Russell Stevens Terry Jiang Bian Jie Xu DiffM 28 0 0 19 Sep 2024
TTT-Unet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image Segmentation Rong-Er Zhou Zhengqing Yuan Zhiling Yan Weixiang Sun Kai Zhang Yiwei Li Yanfang Ye Xiang Li Lifang He Lichao Sun ViT MedIm 28 0 0 17 Sep 2024
SkinMamba: A Precision Skin Lesion Segmentation Architecture with Cross-Scale Global State Modeling and Frequency Boundary Guidance Shun Zou Mingya Zhang Bingjian Fan Zhengyi Zhou Xiuguo Zou Mamba 32 3 0 17 Sep 2024
ASSNet: Adaptive Semantic Segmentation Network for Microtumors and Multi-Organ Segmentation Fuchen Zheng Xinyi Chen Xuhang Chen Haolun Li Xiaojiao Guo Guoheng Huang Chi-Man Pun Shoujun Zhou ViT MedIm 27 0 0 12 Sep 2024
TBConvL-Net: A Hybrid Deep Learning Architecture for Robust Medical Image Segmentation Shahzaib Iqbal Tariq M. Khan Syed S. Naqvi Asim Naveed Erik H. W. Meijering MedIm 56 6 0 05 Sep 2024
MedSAM-U: Uncertainty-Guided Auto Multi-Prompt Adaptation for Reliable MedSAM N. Zhou Ke Zou Kai Ren Mengting Luo Linchao He Hao Wu Yidi Chen Yi Zhang Hu Chen Huazhu Fu MedIm 43 3 0 02 Sep 2024
Modifying the U-Net's Encoder-Decoder Architecture for Segmentation of Tumors in Breast Ultrasound Images Sina Derakhshandeh Ali Mahloojifar 41 0 0 01 Sep 2024
SMAFormer: Synergistic Multi-Attention Transformer for Medical Image Segmentation Fuchen Zheng Xuhang Chen Weihuang Liu Haolun Li Yingtie Lei Jiahui He Chi-Man Pun Shounjun Zhou MedIm 31 12 0 31 Aug 2024
Language-guided Scale-aware MedSegmentor for Lesion Segmentation in Medical Imaging Shuyi Ouyang Jinyang Zhang Xiangye Lin Xilai Wang Qingqing Chen Yen-Wei Chen Lanfen Lin VLM 30 0 0 30 Aug 2024
Pre-training Everywhere: Parameter-Efficient Fine-Tuning for Medical Image Analysis via Target Parameter Pre-training Xingliang Lei Yiwen Ye Ziyang Chen Minglei Shu Yong Xia 47 1 0 27 Aug 2024
LoG-VMamba: Local-Global Vision Mamba for Medical Image Segmentation Trung Dang Huy Hoang Nguyen A. Tiulpin Mamba 34 3 0 26 Aug 2024
Anatomical Consistency Distillation and Inconsistency Synthesis for Brain Tumor Segmentation with Missing Modalities Zheyu Zhang Xinzhao Liu Zheng Chen Yueyi Zhang Huanjing Yue Yunwei Ou Xiaoyan Sun 49 0 0 25 Aug 2024
CNN-Transformer Rectified Collaborative Learning for Medical Image Segmentation Lanhu Wu Miao Zhang Yongri Piao Zhenyan Yao Weibing Sun Feng Tian Huchuan Lu ViT MedIm 37 1 0 25 Aug 2024
NuSegDG: Integration of Heterogeneous Space and Gaussian Kernel for Domain-Generalized Nuclei Segmentation Zhenye Lou Qing Xu Zekun Jiang Xiangjian He Zhen Chen Yi Wang Chenxin Li Maggie M. He Wenting Duan 38 1 0 21 Aug 2024
CRACKS: Crowdsourcing Resources for Analysis and Categorization of Key Subsurface faults Mohit Prabhushankar Kiran Kokilepersaud Jorge Quesada Yavuz Yarici Chen Zhou Mohammad Alotaibi Ghassan AlRegib Ahmad Mustafa Yusufjon Kumakov 29 1 0 20 Aug 2024
SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation Xinyu Xiong Zihuang Wu Shuangyi Tan Wenxue Li Feilong Tang Ying Chen Siying Li Jie Ma Guanbin Li VLM 46 23 0 16 Aug 2024
InfLocNet: Enhanced Lung Infection Localization and Disease Detection from Chest X-Ray Images Using Lightweight Deep Learning Md. Asiful Islam Miah Shourin Paul Sunanda Das M. M. A. Hashem 34 0 0 12 Aug 2024
Polyp SAM 2: Advancing Zero shot Polyp Segmentation in Colorectal Cancer Detection Mobina Mansoori Sajjad Shahabodini J. Abouei Konstantinos N. Plataniotis Arash Mohammadi MedIm 48 5 0 12 Aug 2024
Distilling Machine Learning's Added Value: Pareto Fronts in Atmospheric Applications Tom Beucler Arthur Grundner Sara Shamekh Peter Ukkonen Matthew Chantry Ryan Lagerquist 48 0 0 04 Aug 2024
Mamba meets crack segmentation Zhili He Yuhao Wang Mamba 42 3 0 22 Jul 2024
Self-supervised Mamba-based Mastoidectomy Shape Prediction for Cochlear Implant Surgery Yike Zhang Eduardo Davalos Dingjie Su Ange Lou Jack H. Noble 37 0 0 22 Jul 2024
Improving classification of road surface conditions via road area extraction and contrastive learning L. Trinh Ali Anwar Siegfried Mercelis 35 1 0 19 Jul 2024
Hybrid Deep Learning-Based for Enhanced Occlusion Segmentation in PICU Patient Monitoring Mario Francisco Munoz Hoang Vu Huy Thanh-Dung Le 42 1 0 18 Jul 2024
Segmentation of Prostate Tumour Volumes from PET Images is a Different Ball Game Shrajan Bhandary Dejan Kuhn Z. Babaiee T. Fechter S. Spohn C. Zamboglou Anca-Ligia Grosu Radu Grosu 42 1 0 15 Jul 2024
Tissue-Contrastive Semi-Masked Autoencoders for Segmentation Pretraining on Chest CT Jie Zheng Ru Wen Haiqin Hu Lina Wei Kui Su Wei Chen Chen Liu Jun Wang 38 1 0 12 Jul 2024
SliceMamba with Neural Architecture Search for Medical Image Segmentation Chao Fan Hongyuan Yu Yan Huang Liang Wang Zhenghan Yang Xibin Jia Mamba 51 1 0 11 Jul 2024
Exploiting Scale-Variant Attention for Segmenting Small Medical Objects Wei Dai Rui Liu Zixuan Wu Tianyi Wu Min Wang Junxian Zhou Yixuan Yuan Jun Liu 34 4 0 10 Jul 2024
LGRNet: Local-Global Reciprocal Network for Uterine Fibroid Segmentation in Ultrasound Videos Huihui Xu Yijun Yang Angelica I Aviles-Rivero Guang Yang Jing Qin Lei Zhu 45 4 0 08 Jul 2024
Efficient GANs for Document Image Binarization Based on DWT and Normalization Rui-Yang Ju KokSheik Wong Jen-Shiun Chiang 27 0 0 05 Jul 2024
HCS-TNAS: Hybrid Constraint-driven Semi-supervised Transformer-NAS for Ultrasound Image Segmentation Renqi Chen Xinzhe Zheng Haoyang Su Kehan Wu 39 0 0 05 Jul 2024
HiDiff: Hybrid Diffusion Framework for Medical Image Segmentation Tao Chen Chenhui Wang Zhihao Chen Yiming Lei Hongming Shan MedIm 36 8 0 03 Jul 2024
MH-pFLGB: Model Heterogeneous personalized Federated Learning via Global Bypass for Medical Image Analysis Luyuan Xie Manqing Lin ChenMing Xu Tianyu Luan Zhipeng Zeng Wenjun Qian Cong Li Yuejian Fang Qingni Shen Zhonghai Wu 41 2 0 29 Jun 2024
Depth-Driven Geometric Prompt Learning for Laparoscopic Liver Landmark Detection Jialun Pei Ruize Cui Yaoqian Li Weixin Si Jing Qin Pheng-Ann Heng 44 3 0 25 Jun 2024
Predicting fluorescent labels in label-free microscopy images with pix2pix and adaptive loss in Light My Cells challenge Han Liu Hao Li Jiacheng Wang Yubo Fan Zhoubing Xu Ipek Oguz 63 0 0 22 Jun 2024
Skip and Skip: Segmenting Medical Images with Prompts Jiawei Chen Dingkang Yang Yuxuan Lei Lihua Zhang MedIm 33 0 0 21 Jun 2024
CriDiff: Criss-cross Injection Diffusion Framework via Generative Pre-train for Prostate Segmentation Tingwei Liu Miao Zhang Leiye Liu Jialong Zhong Shuyao Wang Yongri Piao Huchuan Lu MedIm DiffM 32 2 0 20 Jun 2024
Lost in UNet: Improving Infrared Small Target Detection by Underappreciated Local Features Wuzhou Quan Wei Zhao Weiming Wang H. Xie Fu Lee Wang Mingqiang Wei 34 1 0 19 Jun 2024
M4Fog: A Global Multi-Regional, Multi-Modal, and Multi-Stage Dataset for Marine Fog Detection and Forecasting to Bridge Ocean and Atmosphere Mengqiu Xu Ming Wu Kaixin Chen Yixiang Huang Mingrui Xu ... Dongliang Chang Zhenwei Shi Chuang Zhang Zhanyu Ma Jun Guo 33 1 0 19 Jun 2024
AI Radiologist: Revolutionizing Liver Tissue Segmentation with Convolutional Neural Networks and a Clinician-Friendly GUI Ayman Al-Kababji F. Bensaali S. Dakua Yassine Himeur MedIm 38 0 0 11 Jun 2024
MIPI 2024 Challenge on Few-shot RAW Image Denoising: Methods and Results Xin Jin Chunle Guo Xiaoming Li Zongsheng Yue Chongyi Li ... Jiahao Qin Bingjie Han Pinle Qin Rui Chai Pengyuan Wang 38 0 0 11 Jun 2024
GCtx-UNet: Efficient Network for Medical Image Segmentation Khaled Alrfou Tian Zhao ViT MedIm 21 3 0 09 Jun 2024
Convolution and Attention-Free Mamba-based Cardiac Image Segmentation Abbas Khan Muhammad Asad Martin Benning C. Roney Gregory Slabaugh Mamba 32 2 0 09 Jun 2024