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
MOSformer: Momentum encoder-based inter-slice fusion transformer for medical image segmentation De-Xing Huang Xiao-Hu Zhou Xiaoliang Xie Shiqi Liu Zhen-Qiu Feng Mei-Jiang Gui Hao Li Tian-Yu Xiang Xiu-Ling Liu Zeng-Guang Hou MedIm 38 1 0 22 Jan 2024
Colorectal Polyp Segmentation in the Deep Learning Era: A Comprehensive Survey Zhenyu Wu Fengmao Lv Chenglizhao Chen Aimin Hao Shuo Li ELM 36 10 0 22 Jan 2024
Leveraging Frequency Domain Learning in 3D Vessel Segmentation Xinyuan Wang Changzai Pan Hongming Dai Gangming Zhao Jinpeng Li Xiao Zhang Yizhou Yu 30 0 0 11 Jan 2024
Dual-Channel Reliable Breast Ultrasound Image Classification Based on Explainable Attribution and Uncertainty Quantification Shuge Lei Haonan Hu Desheng Sun Huabin Zhang Kehong Yuan Jian Dai Jijun Tang Yan Tong 35 0 0 08 Jan 2024
Distribution-aware Interactive Attention Network and Large-scale Cloud Recognition Benchmark on FY-4A Satellite Image Jiaqing Zhang Jie Lei Weiying Xie Kai Jiang Mingxiang Cao Yunsong Li 25 3 0 06 Jan 2024
One Model to Rule them All: Towards Universal Segmentation for Medical Images with Text Prompts Ziheng Zhao Yao Zhang Chaoyi Wu Xiaoman Zhang Ya Zhang Yanfeng Wang Weidi Xie VLM MedIm 32 37 0 28 Dec 2023
Narrowing the semantic gaps in U-Net with learnable skip connections: The case of medical image segmentation Haonan Wang Peng Cao Xiaoli Liu Jinzhu Yang Osmar Zaiane MedIm 27 7 0 23 Dec 2023
EVP: Enhanced Visual Perception using Inverse Multi-Attentive Feature Refinement and Regularized Image-Text Alignment M. Lavrenyuk Shariq Farooq Bhat Matthias Müller Peter Wonka ObjD MDE 31 9 0 13 Dec 2023
AttenScribble: Attentive Similarity Learning for Scribble-Supervised Medical Image Segmentation Mu Tian Qin Yang Yi Gao MedIm 32 0 0 11 Dec 2023
Cataract-1K: Cataract Surgery Dataset for Scene Segmentation, Phase Recognition, and Irregularity Detection Negin Ghamsarian Y. El-Shabrawi Sahar Nasirihaghighi Doris Putzgruber-Adamitsch M. Zinkernagel Sebastian Wolf Klaus Schoeffmann Raphael Sznitman 24 6 0 11 Dec 2023
Predicting Postoperative Intraocular Lens Dislocation in Cataract Surgery via Deep Learning Negin Ghamsarian Doris Putzgruber-Adamitsch Stephanie Sarny Raphael Sznitman Klaus Schoeffmann Y. El-Shabrawi 14 3 0 06 Dec 2023
Inspecting Model Fairness in Ultrasound Segmentation Tasks Zikang Xu Fenghe Tang Quan Quan Jianrui Ding C. Ning S. Kevin Zhou 30 0 0 05 Dec 2023
MobileUtr: Revisiting the relationship between light-weight CNN and Transformer for efficient medical image segmentation Fenghe Tang Bingkun Nian Jianrui Ding Quan Quan Jie-jin Yang Wei Liu S.Kevin Zhou ViT MedIm 23 3 0 04 Dec 2023
Ultra-Range Gesture Recognition using a Web-Camera in Human-Robot Interaction Eran Bamani Eden Nissinman Inbar Meir L. Koenigsberg A. Sintov 27 11 0 26 Nov 2023
CrackCLF: Automatic Pavement Crack Detection based on Closed-Loop Feedback Chong Li Zhun Fan Ying Chen Huibiao Lin Laura Moretti G. Loprencipe Weihua Sheng Kelvin C. P. Wang 10 7 0 20 Nov 2023
WATUNet: A Deep Neural Network for Segmentation of Volumetric Sweep Imaging Ultrasound Donya Khaledyan T. Marini Avice Oconnell Steven Meng J. Kan Galen Brennan Yu T Zhao Timothy M. Baran Kevin J. Parker 24 2 0 17 Nov 2023
Versatile Medical Image Segmentation Learned from Multi-Source Datasets via Model Self-Disambiguation Xiaoyang Chen Hao Zheng Yuemeng Li Yuncong Ma Liang Ma Hongming Li Yong-Xian Fan 36 7 0 17 Nov 2023
Pseudo Label-Guided Data Fusion and Output Consistency for Semi-Supervised Medical Image Segmentation Tao Wang Yuanbin Chen Xinlin Zhang Yuanbo Zhou Junlin Lan Bizhe Bai Tao Tan Min Du Qinquan Gao Tong Tong 24 0 0 17 Nov 2023
Geo-Localization Based on Dynamically Weighted Factor-Graph Miguel Ángel Muñoz Bañón Alejandro Olivas Edison P. Velasco-Sánchez F. Candelas Fernando Torres 16 5 0 13 Nov 2023
FLOGA: A machine learning ready dataset, a benchmark and a novel deep learning model for burnt area mapping with Sentinel-2 Maria Sdraka Alkinoos Dimakos Alexandros Malounis Zisoula Ntasiou Konstantinos Karantzalos Dimitrios Michail Ioannis Papoutsis 6 2 0 06 Nov 2023
MIST: Medical Image Segmentation Transformer with Convolutional Attention Mixing (CAM) Decoder Md Motiur Rahman Shiva Shokouhmand Smriti Bhatt M. Faezipour MedIm 42 15 0 30 Oct 2023
A Chebyshev Confidence Guided Source-Free Domain Adaptation Framework for Medical Image Segmentation Jiesi Hu Yanwu Yang Xutao Guo Jinghua Wang Heather Ting Ma MedIm 41 1 0 27 Oct 2023
FusionU-Net: U-Net with Enhanced Skip Connection for Pathology Image Segmentation Zongyi Li H. Lyu Jun Wang SSeg 11 7 0 17 Oct 2023
Generalizing Medical Image Representations via Quaternion Wavelet Networks Luigi Sigillo Eleonora Grassucci A. Uncini Danilo Comminiello MedIm 33 5 0 16 Oct 2023
3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers Jieneng Chen Jieru Mei Xianhang Li Yongyi Lu Qihang Yu ... M. Lungren Lei Xing Le Lu Alan L. Yuille Yuyin Zhou MedIm ViT 38 36 0 11 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 29 3 0 09 Oct 2023
ConvNeXtv2 Fusion with Mask R-CNN for Automatic Region Based Coronary Artery Stenosis Detection for Disease Diagnosis Sandesh Pokhrel Sanjay Bhandari Eduard Vazquez Yash Raj Shrestha Binod Bhattarai MedIm 19 2 0 07 Oct 2023
Shifting More Attention to Breast Lesion Segmentation in Ultrasound Videos Junhao Lin Qian Dai Lei Zhu Huazhu Fu Qiong Wang Weibin Li Wenhao Rao Xiaoyang Huang Liansheng Wang 38 12 0 03 Oct 2023
Keypoint-Augmented Self-Supervised Learning for Medical Image Segmentation with Limited Annotation Zhangsihao Yang Mengwei Ren Kaize Ding Guido Gerig Yalin Wang SSL 34 5 0 02 Oct 2023
Elastic Interaction Energy-Informed Real-Time Traffic Scene Perception Yaxin Feng Yuan Lan Luchan Zhang Guoqing Liu Yang Xiang 30 0 0 02 Oct 2023
Efficient Anatomical Labeling of Pulmonary Tree Structures via Implicit Point-Graph Networks Kangxian Xie Jiancheng Yang D. Wei Ziqiao Weng Pascal Fua 35 2 0 29 Sep 2023
nnSAM: Plug-and-play Segment Anything Model Improves nnUNet Performance Yunxiang Li Jing Xu Zihan Li Jing Wang You Zhang 28 21 0 29 Sep 2023
Deep Learning based Systems for Crater Detection: A Review Atal Tewari K. Prateek Amrita Singh Nitin Khanna 14 7 0 28 Sep 2023
ILNet: Low-level Matters for Salient Infrared Small Target Detection Haoqing Li Jinfu Yang Runshi Wang Yifei Xu 16 6 0 24 Sep 2023
USL-Net: Uncertainty Self-Learning Network for Unsupervised Skin Lesion Segmentation Xiaofan Li Bo Peng Jie Hu Changyou Ma Daipeng Yang Zhuyang Xie 34 6 0 23 Sep 2023
Partition-A-Medical-Image: Extracting Multiple Representative Sub-regions for Few-shot Medical Image Segmentation Yazhou Zhu Shidong Wang Tong Xin Zheng-Wei Zhang Haofeng Zhang 18 10 0 20 Sep 2023
Edge-aware Feature Aggregation Network for Polyp Segmentation Tao Zhou Yizhe Zhang Geng Chen Yi Zhou Ye Wu Deng-Ping Fan 136 6 0 19 Sep 2023
Towards Safer Robot-Assisted Surgery: A Markerless Augmented Reality Framework Ziyang Chen Laura Cruciani Ke Fan Matteo Fontana E. Lievore O. de Cobelli G. Musi G. Ferrigno Elena De Momi 39 7 0 14 Sep 2023
Autoencoder-Based Visual Anomaly Localization for Manufacturing Quality Control Devang Mehta Noah Klarmann 17 3 0 13 Sep 2023
SHARM: Segmented Head Anatomical Reference Models E. Rashed M. Al-Shatouri I. Laakso A. Hirata 11 0 0 13 Sep 2023
A robust synthetic data generation framework for machine learning in High-Resolution Transmission Electron Microscopy (HRTEM) L. Dacosta Katherine Sytwu Catherine K. Groschner Mary C Scott 25 4 0 12 Sep 2023
SSHNN: Semi-Supervised Hybrid NAS Network for Echocardiographic Image Segmentation Renqi Chen Jingjing Luo Fan Nian Yuhui Cen Yiheng Peng Zekuan Yu 24 2 0 09 Sep 2023
SAM3D: Segment Anything Model in Volumetric Medical Images Nhat-Tan Bui Dinh-Hieu Hoang Minh-Triet Tran Gianfranco Doretto Donald Adjeroh Brijesh Patel Arabinda Choudhary Ngan Le MedIm 33 39 0 07 Sep 2023
MEGANet: Multi-Scale Edge-Guided Attention Network for Weak Boundary Polyp Segmentation Nhat-Tan Bui Dinh-Hieu Hoang Quang-Thuc Nguyen Minh-Triet Tran Ngan Le 21 25 0 06 Sep 2023
GenSelfDiff-HIS: Generative Self-Supervision Using Diffusion for Histopathological Image Segmentation Vishnuvardhan Purma Suhas Srinath Seshan Srirangarajan A. Kakkar Prathosh A.P. MedIm DiffM 33 2 0 04 Sep 2023
AutoProSAM: Automated Prompting SAM for 3D Multi-Organ Segmentation Chengyin Li Prashant Khanduri Yao Qiang Rafi Ibn Sultan I. Chetty D. Zhu MedIm 77 13 0 28 Aug 2023
SPPNet: A Single-Point Prompt Network for Nuclei Image Segmentation Qing Xu Wenwei Kuang Zeyu Zhang Xueyao Bao Haoran Chen Wenting Duan VLM 33 11 0 23 Aug 2023
Learning Multiscale Consistency for Self-supervised Electron Microscopy Instance Segmentation Yinda Chen Wei Huang Xiaoyu Liu Shiyu Deng Qi Chen Zhiwei Xiong 48 20 0 19 Aug 2023
GAEI-UNet: Global Attention and Elastic Interaction U-Net for Vessel Image Segmentation Ru Xiao Zhuoyue Wan 11 1 0 16 Aug 2023
Uncertainty Quantification for Image-based Traffic Prediction across Cities Alexander Timans Nina Wiedemann Nishant Kumar Ye Hong Martin Raubal 18 1 0 11 Aug 2023