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
Estimating Canopy Height at Scale Jan Pauls Max Zimmer Una M. Kelly Martin Schwartz Sassan Saatchi P. Ciais Sebastian Pokutta Martin Brandt Fabian Gieseke 43 7 0 03 Jun 2024
LLaMA-Reg: Using LLaMA 2 for Unsupervised Medical Image Registration Mingrui Ma Yu Yang LM&MA 40 2 0 29 May 2024
Universal and Extensible Language-Vision Models for Organ Segmentation and Tumor Detection from Abdominal Computed Tomography Jie Liu Yixiao Zhang Kang Wang Mehmet Can Yavuz Xiaoxi Chen ... Haoliang Li Yang Yang Alan L. Yuille Yucheng Tang Zongwei Zhou MedIm VLM 40 16 0 28 May 2024
Image-level Regression for Uncertainty-aware Retinal Image Segmentation Trung Dang Huy Hoang Nguyen A. Tiulpin UQCV 41 0 0 27 May 2024
SiNGR: Brain Tumor Segmentation via Signed Normalized Geodesic Transform Regression Trung Dang Huy Hoang Nguyen A. Tiulpin 32 3 0 27 May 2024
Deep Convolutional Neural Networks Meet Variational Shape Compactness Priors for Image Segmentation Kehui Zhang Lingfeng Li Hao Liu Jing Yuan Xue-Cheng Tai 41 1 0 23 May 2024
BiomedParse: a biomedical foundation model for image parsing of everything everywhere all at once Theodore Zhao Yu Gu Jianwei Yang Naoto Usuyama Ho Hin Lee ... B. Piening Carlo Bifulco Mu-Hsin Wei Hoifung Poon Sheng Wang MedIm 36 23 0 21 May 2024
Multi-dimension Transformer with Attention-based Filtering for Medical Image Segmentation Wentao Wang Xi Xiao Mingjie Liu Qing Tian Xuanyao Huang Qizhen Lan Swalpa Kumar Roy Tianyang Wang MedIm 44 3 0 20 May 2024
Stereo-Knowledge Distillation from dpMV to Dual Pixels for Light Field Video Reconstruction Aryan Garg Raghav Mallampali Akshat Joshi Shrisudhan Govindarajan Kaushik Mitra 39 0 0 20 May 2024
MH-pFLID: Model Heterogeneous personalized Federated Learning via Injection and Distillation for Medical Data Analysis Luyuan Xie Manqing Lin Tianyu Luan Cong Li Yuejian Fang Qingni Shen Zhonghai Wu 36 9 0 10 May 2024
Tiny Deep Ensemble: Uncertainty Estimation in Edge AI Accelerators via Ensembling Normalization Layers with Shared Weights Soyed Tuhin Ahmed Michael Hefenbrock M. Tahoori UQCV 31 1 0 07 May 2024
ILILT: Implicit Learning of Inverse Lithography Technologies Haoyu Yang Haoxing Ren 39 3 0 06 May 2024
Implantable Adaptive Cells: A Novel Enhancement for Pre-Trained U-Nets in Medical Image Segmentation Emil Benedykciuk Marcin Denkowski Grzegorz Wójcik 34 0 0 06 May 2024
Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A Survey Guoping Xu Xiaxia Wang Xinglong Wu Xuesong Leng Yongchao Xu 3DPC 41 8 0 02 May 2024
A Partial Replication of MaskFormer in TensorFlow on TPUs for the TensorFlow Model Garden Vishal Purohit Wenxin Jiang Akshath R. Ravikiran James C. Davis 40 1 0 29 Apr 2024
Enhancing Boundary Segmentation for Topological Accuracy with Skeleton-based Methods Chuni Liu Boyuan Ma Xiaojuan Ban Yujie Xie Hao Wang Weihua Xue Jingchao Ma Ke Xu 46 4 0 29 Apr 2024
RFL-CDNet: Towards Accurate Change Detection via Richer Feature Learning Yuhang Gan Wenjie Xuan Hang Chen Juhua Liu Bo Du 30 4 0 27 Apr 2024
Ultrasound Nodule Segmentation Using Asymmetric Learning with Simple Clinical Annotation Xingyue Zhao Zhongyu Li Xiangde Luo Peiqi Li Peng Huang ... Yang Liu Jihua Zhu Meng Yang Shih-Wei Chang Jun Dong 31 3 0 23 Apr 2024
Beyond Pixel-Wise Supervision for Medical Image Segmentation: From Traditional Models to Foundation Models Yuyan Shi Jialu Ma Jin Yang Shasha Wang Yichi Zhang MedIm VLM 19 2 0 20 Apr 2024
Improving Prediction Accuracy of Semantic Segmentation Methods Using Convolutional Autoencoder Based Pre-processing Layers H. Shimodaira AI4CE SSeg 61 0 0 19 Apr 2024
Multi-target and multi-stage liver lesion segmentation and detection in multi-phase computed tomography scans Abdullah F. Al-Battal S. T. Duong Van Ha Tang Quang Duc Tran S. Q. Truong Chien Phan Truong Q. Nguyen Cheolhong An MedIm 35 0 0 17 Apr 2024
Q2A: Querying Implicit Fully Continuous Feature Pyramid to Align Features for Medical Image Segmentation Jiahao Yu Li Chen 66 0 0 15 Apr 2024
LUCF-Net: Lightweight U-shaped Cascade Fusion Network for Medical Image Segmentation Songkai Sun Qingshan She Yuliang Ma Rihui Li Yingchun Zhang MedIm 36 0 0 11 Apr 2024
GAMA-IR: Global Additive Multidimensional Averaging for Fast Image Restoration Youssef Mansour Reinhard Heckel 40 0 0 31 Mar 2024
AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation Peijie Qiu Jin Yang Sayantan Kumar S. Ghosh Aristeidis Sotiras MedIm 44 8 0 29 Mar 2024
Integrating Mamba Sequence Model and Hierarchical Upsampling Network for Accurate Semantic Segmentation of Multiple Sclerosis Legion Kazi Shahriar Sanjid Md. Tanzim Hossain Md. Shakib Shahariar Junayed M. M. Uddin Mamba 58 8 0 26 Mar 2024
Clustering Propagation for Universal Medical Image Segmentation Yuhang Ding Liulei Li Wenguan Wang Yi Yang 46 9 0 25 Mar 2024
SegICL: A Multimodal In-context Learning Framework for Enhanced Segmentation in Medical Imaging Lingdong Shen Fangxin Shang Xiaoshuang Huang Yehui Yang Haifeng Huang Shiming Xiang VLM 37 3 0 25 Mar 2024
CurbNet: Curb Detection Framework Based on LiDAR Point Cloud Segmentation Guoyang Zhao Fulong Ma Weiqing Qi Yuxuan Liu Ming-Yu Liu Jun Ma 46 5 0 25 Mar 2024
HemoSet: The First Blood Segmentation Dataset for Automation of Hemostasis Management Albert J. Miao Shan Lin Jingpei Lu Florian Richter Benjamin T Ostrander E. Funk Ryan K. Orosco Michael C. Yip 26 2 0 24 Mar 2024
MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining Di Wang Jing Zhang Minqiang Xu Lin Liu Dongsheng Wang ... Chengxi Han Haonan Guo Bo Du Dacheng Tao Lefei Zhang 45 44 0 20 Mar 2024
Exploiting Structural Consistency of Chest Anatomy for Unsupervised Anomaly Detection in Radiography Images Tiange Xiang Yixiao Zhang Yongyi Lu Alan L. Yuille Chaoyi Zhang Weidong Cai Zongwei Zhou 44 3 0 13 Mar 2024
Iterative Learning for Joint Image Denoising and Motion Artifact Correction of 3D Brain MRI Lintao Zhang Mengqi Wu Lihong Wang David C. Steffens G. Potter Mingxia Liu MedIm 29 0 0 13 Mar 2024
From Pixel to Cancer: Cellular Automata in Computed Tomography Yuxiang Lai Xiaoxi Chen Angtian Wang Alan L. Yuille Zongwei Zhou MedIm 56 12 0 11 Mar 2024
WorldGPT: A Sora-Inspired Video AI Agent as Rich World Models from Text and Image Inputs Deshun Yang Luhui Hu Yu Tian Zihao Li Chris Kelly Bang Yang Cindy Yang Yuexian Zou VGen 38 12 0 10 Mar 2024
CausalCellSegmenter: Causal Inference inspired Diversified Aggregation Convolution for Pathology Image Segmentation Dawei Fan Yifan Gao Jiaming Yu Yanping Chen Wencheng Li Chuancong Lin Kaibin Li Changcai Yang Riqing Chen Lifang Wei 38 1 0 10 Mar 2024
Spectrum Translation for Refinement of Image Generation (STIG) Based on Contrastive Learning and Spectral Filter Profile Seokjun Lee Seung-Won Jung Hyunseok Seo DiffM 49 4 0 08 Mar 2024
Cloud-based Federated Learning Framework for MRI Segmentation Rukesh Prajapati Amr S. El-Wakeel FedML 25 0 0 01 Mar 2024
SNE-RoadSegV2: Advancing Heterogeneous Feature Fusion and Fallibility Awareness for Freespace Detection Yi Feng Yu Ma Qijun Chen Ioannis Pitas Rui Fan 42 5 0 29 Feb 2024
UN-SAM: Universal Prompt-Free Segmentation for Generalized Nuclei Images Zhen Chen Qing Xu Xinyu Liu Yixuan Yuan MedIm 34 15 0 26 Feb 2024
Label-efficient multi-organ segmentation with a diffusion model Yongzhi Huang Jinxin Zhu Haseeb Hassan Liyilei Su Jingyu Li Binding Huang Yun Peng Jingyu Li Jun Ma Bingding Huang DiffM MedIm 36 0 0 23 Feb 2024
Two-Stage Multi-task Self-Supervised Learning for Medical Image Segmentation Binyan Hu •. A. K. Qin SSL 19 0 0 11 Feb 2024
Masked LoGoNet: Fast and Accurate 3D Image Analysis for Medical Domain Amin Karimi Monsefi Payam Karisani Mengxi Zhou Stacey S. Choi Nathan Doble Heng Ji Srinivasan Parthasarathy R. Ramnath 43 5 0 09 Feb 2024
Mamba-UNet: UNet-Like Pure Visual Mamba for Medical Image Segmentation Ziyang Wang Jian-Qing Zheng Yichi Zhang Ge Cui Lei Li Mamba 38 125 0 07 Feb 2024
Constrained Multiview Representation for Self-supervised Contrastive Learning Siyuan Dai Kai Ye Kun Zhao Ge Cui Haoteng Tang Liang Zhan SSL 15 1 0 05 Feb 2024
ScribFormer: Transformer Makes CNN Work Better for Scribble-based Medical Image Segmentation Zihan Li Yuan Zheng Dandan Shan Shuzhou Yang Qingde Li Beizhan Wang Yuan-ting Zhang Qingqi Hong Dinggang Shen ViT MedIm 36 39 0 03 Feb 2024
Neighbor-Aware Calibration of Segmentation Networks with Penalty-Based Constraints Balamurali Murugesan Sukesh Adiga Vasudeva Bingyuan Liu H. Lombaert Ismail Ben Ayed Jose Dolz UQCV 42 5 0 25 Jan 2024
Segmentation of tibiofemoral joint tissues from knee MRI using MtRA-Unet and incorporating shape information: Data from the Osteoarthritis Initiative Akshay Daydar Alik Pramanick Arijit Sur Subramani Kanagaraj 20 0 0 23 Jan 2024
MAST: Video Polyp Segmentation with a Mixture-Attention Siamese Transformer Geng Chen Junqing Yang Xiaozhou Pu Ge-Peng Ji Huan Xiong Yongsheng Pan Hengfei Cui Yong-quan Xia MedIm ViT 51 2 0 23 Jan 2024
A Novel Garment Transfer Method Supervised by Distilled Knowledge of Virtual Try-on Model N. Fang Le-miao Qiu Shuyou Zhang Zili Wang Kerui Hu Jianrong Tan 27 1 0 23 Jan 2024