TernausNet: U-Net with VGG11 Encoder Pre-Trained on ImageNet for Image Segmentation

17 January 2018

Papers citing "TernausNet: U-Net with VGG11 Encoder Pre-Trained on ImageNet for Image Segmentation"

39 / 39 papers shown

Title
BiPrompt-SAM: Enhancing Image Segmentation via Explicit Selection between Point and Text Prompts Suzhe Xu Jialin Peng Chengyuan Zhang VLM 49 0 0 25 Mar 2025
Is Segment Anything Model 2 All You Need for Surgery Video Segmentation? A Systematic Evaluation Cheng Yuan Jian Jiang Kunyi Yang Lv Wu Rui Wang ... Yifan Zhou Wanli Song H. Wang Qi Dou Yutong Ban 28 1 0 03 Jan 2025
Surgical SAM 2: Real-time Segment Anything in Surgical Video by Efficient Frame Pruning Haofeng Liu Erli Zhang Junde Wu Mingxuan Hong Yueming Jin MedIm 45 14 0 15 Aug 2024
Surgical-DeSAM: Decoupling SAM for Instrument Segmentation in Robotic Surgery Yuyang Sheng Sophia Bano Matthew J. Clarkson Mobarakol Islam 41 6 0 22 Apr 2024
PECI-Net: Bolus segmentation from video fluoroscopic swallowing study images using preprocessing ensemble and cascaded inference Dougho Park Younghun Kim Harim Kang Junmyeoung Lee Jinyoung Choi Taeyeon Kim Sangeok Lee Seokil Son Minsol Kim Injung Kim 21 2 0 21 Mar 2024
Cross-dimensional transfer learning in medical image segmentation with deep learning Hicham Messaoudi Ahror Belaid Douraied BEN SALEM Pierre-Henri Conze MedIm 22 23 0 29 Jul 2023
Frequency Regularization: Restricting Information Redundancy of Convolutional Neural Networks Chenqiu Zhao Guanfang Dong Shupei Zhang Zijie Tan Anup Basu 13 1 0 17 Apr 2023
Simple U-net Based Synthetic Polyp Image Generation: Polyp to Negative and Negative to Polyp H. Qadir I. Balasingham Younghak Shin MedIm 13 6 0 20 Feb 2023
Human Image Generation: A Comprehensive Survey Zhen Jia Zhang Zhang Liangsheng Wang T. Tan EGVM 3DH VGen 27 5 0 17 Dec 2022
Dwelling Type Classification for Disaster Risk Assessment Using Satellite Imagery Md Nasir Tina Sederholm Anshu Sharma Sundeep Reddy Mallu Sumedh Ranjan Ghatage Rahul Dodhia J. L. Ferres 13 2 0 16 Nov 2022
Theoretical analysis and experimental validation of volume bias of soft Dice optimized segmentation maps in the context of inherent uncertainty J. Bertels D. Robben Dirk Vandermeulen P. Suetens 22 19 0 08 Nov 2022
EndoMapper dataset of complete calibrated endoscopy procedures P. Azagra C. Sostres Ángel Ferrandez L. Riazuelo Clara Tomasini ... Javier Civera Juan D. Tardós Ana C. Murillo Á. Lanas José M. M. Montiel 19 49 0 29 Apr 2022
Understanding 3D Object Articulation in Internet Videos Shengyi Qian Linyi Jin C. Rockwell Siyi Chen David Fouhey 25 28 0 30 Mar 2022
A Shallow U-Net Architecture for Reliably Predicting Blood Pressure (BP) from Photoplethysmogram (PPG) and Electrocardiogram (ECG) Signals S. Mahmud Nabil Ibtehaz Amith Khandakar Anas Tahir Tawsifur Rahman K. R. Islam Md. Shafayet Hossain M. S. Rahman Mohammad Tariqul Islam M. Chowdhury 21 52 0 12 Nov 2021
Solving Traffic4Cast Competition with U-Net and Temporal Domain Adaptation V. Konyakhin N. Lukashina A. Shpilman OOD 17 3 0 05 Nov 2021
Efficient Global-Local Memory for Real-time Instrument Segmentation of Robotic Surgical Video Jiacheng Wang Yueming Jin Liansheng Wang Shuntian Cai Pheng-Ann Heng Jing Qin 38 17 0 28 Sep 2021
Improving Building Segmentation for Off-Nadir Satellite Imagery Hanxiang Hao Sriram Baireddy Kevin J. LaTourette Latisha R. Konz Moses W. Chan M. Comer Edward J. Delp 28 3 0 08 Sep 2021
Effect of the output activation function on the probabilities and errors in medical image segmentation Lars Nieradzik G. Scheuermann D. Saur Christina Gillmann SSeg MedIm UQCV 30 6 0 02 Sep 2021
Randomized Histogram Matching: A Simple Augmentation for Unsupervised Domain Adaptation in Overhead Imagery Can Yaris Kaleb Kassaw Bohao Huang Kyle Bradbury Jordan M. Malof 6 20 0 28 Apr 2021
Repurposing GANs for One-shot Semantic Part Segmentation Nontawat Tritrong Pitchaporn Rewatbowornwong Supasorn Suwajanakorn 26 108 0 07 Mar 2021
Automatic Polyp Segmentation using U-Net-ResNet50 Saruar Alam Nikhil Kumar Tomar Aarati Thakur Debesh Jha A. Rauniyar SSeg 13 25 0 30 Dec 2020
Multi-frame Feature Aggregation for Real-time Instrument Segmentation in Endoscopic Video Shan Lin Fangbo Qin Haonan Peng Randall Bly K. Moe Blake Hannaford 22 17 0 17 Nov 2020
Rethinking CNN Models for Audio Classification Kamalesh Palanisamy Dipika Singhania Angela Yao SSL 20 144 0 22 Jul 2020
Synthetic and Real Inputs for Tool Segmentation in Robotic Surgery Emanuele Colleoni P. J. Eddie Edwards Danail Stoyanov MedIm 16 61 0 17 Jul 2020
SpaceNet 6: Multi-Sensor All Weather Mapping Dataset Jacob Shermeyer Daniel Hogan Jason Brown A. V. Etten N. Weir ... Ronny Haensch A. Bastidas S. Soenen Todd M. Bacastow Ryan Lewis 9 105 0 14 Apr 2020
Farmland Parcel Delineation Using Spatio-temporal Convolutional Networks Han Lin Aung Burak Uzkent Marshall Burke David B. Lobell Stefano Ermon 6 34 0 11 Apr 2020
Towards Better Surgical Instrument Segmentation in Endoscopic Vision: Multi-Angle Feature Aggregation and Contour Supervision Fangbo Qin Shan Lin Yangming Li Randall Bly K. Moe Blake Hannaford 6 51 0 25 Feb 2020
CHAOS Challenge -- Combined (CT-MR) Healthy Abdominal Organ Segmentation A. Emre Kavur N. Gezer M. Baris Sinem Aslan Pierre-Henri Conze ... Klaus H. Maier-Hein G. Akar Gözde B. Ünal O. Dicle M. Alper Selver 33 610 0 17 Jan 2020
Hippocampus Segmentation on Epilepsy and Alzheimer's Disease Studies with Multiple Convolutional Neural Networks Diedre Carmo Bruna Silva C. Yasuda Letícia Rittner R. Lotufo 17 45 0 14 Jan 2020
MIScnn: A Framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning Dominik Muller Frank Kramer 20 116 0 21 Oct 2019
RAUNet: Residual Attention U-Net for Semantic Segmentation of Cataract Surgical Instruments Zhen-Liang Ni Guibin Bian Xiao-Hu Zhou Z. Hou Xiaoliang Xie Chen Wang Yan-Jie Zhou Rui-Qi Li Zhen Li 16 115 0 23 Sep 2019
Adversarial Policy Gradient for Deep Learning Image Augmentation Kaiyang Cheng C. Iriondo Francesco Calivá Justin D. Krogue S. Majumdar V. Pedoia MedIm 15 12 0 09 Sep 2019
RASNet: Segmentation for Tracking Surgical Instruments in Surgical Videos Using Refined Attention Segmentation Network Zhen-Liang Ni Guibin Bian Xiaoliang Xie Z. Hou Xiao-Hu Zhou Yan-Jie Zhou 24 68 0 21 May 2019
Semi-Supervised Segmentation of Salt Bodies in Seismic Images using an Ensemble of Convolutional Neural Networks Yauhen Babakhin A. Sanakoyeu Hirotoshi Kitamura 16 59 0 09 Apr 2019
Overcoming Small Minirhizotron Datasets Using Transfer Learning Weihuang Xu Guohao Yu A. Zare B. Zurweller D. Rowland J. Reyes‐Cabrera F. Fritschi R. Matamala T. Juenger 19 37 0 22 Mar 2019
U-NetPlus: A Modified Encoder-Decoder U-Net Architecture for Semantic and Instance Segmentation of Surgical Instrument S. Hasan Cristian A. Linte MedIm 17 92 0 24 Feb 2019
2017 Robotic Instrument Segmentation Challenge M. Allan Alexey A. Shvets T. Kurmann Zichen Zhang Rahul Duggal ... Jian Yang Danail Stoyanov Lena Maier-Hein Stefanie Speidel M. Azizian 18 225 0 18 Feb 2019
UltraCompression: Framework for High Density Compression of Ultrasound Volumes using Physics Modeling Deep Neural Networks D. China Francis Tom Sumanth Nandamuri Aupendu Kar Mukundhan Srinivasan Pabitra Mitra Debdoot Sheet 17 5 0 17 Jan 2019
DeepFlash: Turning a Flash Selfie into a Studio Portrait N. Capece Francesco Banterle Paolo Cignoni F. Ganovelli Roberto Scopigno U. Erra 19 22 0 14 Jan 2019