W-Net: A Deep Model for Fully Unsupervised Image Segmentation

22 November 2017

Papers citing "W-Net: A Deep Model for Fully Unsupervised Image Segmentation"

48 / 48 papers shown

Title
SycnMapV2: Robust and Adaptive Unsupervised Segmentation Heng Zhang Zikang Wan Danilo Vasconcellos Vargas 5 0 0 19 Jun 2025
Hierarchical-embedding autoencoder with a predictor (HEAP) as efficient architecture for learning long-term evolution of complex multi-scale physical systems Alexander Khrabry Edward Startsev Andrew Powis Igor Kaganovich AI4CE 79 0 0 24 May 2025
Xi-Net: Transformer Based Seismic Waveform Reconstructor Anshuman Gaharwar P. Kulkarni Joshua Dickey Mubarak Shah 56 0 0 14 Jun 2024
GD-VDM: Generated Depth for better Diffusion-based Video Generation Ariel Lapid Idan Achituve Lior Bracha Ethan Fetaya DiffM VGen 128 9 0 19 Jun 2023
MOVE: Unsupervised Movable Object Segmentation and Detection Adam Bielski Paolo Favaro OCL 52 21 0 14 Oct 2022
A comparative study of attention mechanism and generative adversarial network in facade damage segmentation F. Lin Jiesheng Yang Jian-Hua Shu Raimar J. Scherer GAN 23 0 0 27 Sep 2022
Unsupervised Tissue Segmentation via Deep Constrained Gaussian Network Yang Nan Pen Tang Guyue Zhang C. Zeng Zhihong Liu Zhifan Gao Heye Zhang Guang Yang 72 8 0 04 Aug 2022
Hybrid Spatial-Temporal Entropy Modelling for Neural Video Compression Jiahao Li Bin Li Yan Lu 103 163 0 13 Jul 2022
Hybrid Skip: A Biologically Inspired Skip Connection for the UNet Architecture N. Zioulis G. Albanis Petros Drakoulis Federico Álvarez D. Zarpalas P. Daras 48 13 0 11 Jul 2022
Guess What Moves: Unsupervised Video and Image Segmentation by Anticipating Motion Subhabrata Choudhury Laurynas Karazija Iro Laina Andrea Vedaldi Christian Rupprecht OCL VOS 177 41 0 16 May 2022
Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization Luke Melas-Kyriazi Christian Rupprecht Iro Laina Andrea Vedaldi 122 168 0 16 May 2022
Scribble2D5: Weakly-Supervised Volumetric Image Segmentation via Scribble Annotations Qiuhui Chen Yi Hong 72 27 0 13 May 2022
Generalizing electrocardiogram delineation -- Training convolutional neural networks with synthetic data augmentation Guillermo Jiménez-Pérez J. Acosta A. Alcaine Oscar Camara 87 7 0 25 Nov 2021
Unsupervised Foreground Extraction via Deep Region Competition Peiyu Yu Sirui Xie Xiaojian Ma Yixin Zhu Ying Nian Wu Song-Chun Zhu OCL 75 42 0 29 Oct 2021
PL-Net: Progressive Learning Network for Medical Image Segmentation Junlong Cheng Chengrui Gao Chaoqing Wang Zhang Ming Yong-Liang Yang Min Zhu SSeg 115 1 0 27 Oct 2021
Unsupervised Learning for Target Tracking and Background Subtraction in Satellite Imagery Jonathan S. Kent C. Wamsley D. Flateau A. Ferguson SSL 54 3 0 13 Aug 2021
Predicting Mechanically Driven Full-Field Quantities of Interest with Deep Learning-Based Metamodels S. Mohammadzadeh Emma Lejeune AI4CE 67 28 0 24 Jul 2021
A Spatial Guided Self-supervised Clustering Network for Medical Image Segmentation Euijoon Ahn Dagan Feng Jinman Kim 59 27 0 11 Jul 2021
Finding an Unsupervised Image Segmenter in Each of Your Deep Generative Models Luke Melas-Kyriazi Christian Rupprecht Iro Laina Andrea Vedaldi OCL 117 53 0 17 May 2021
An End-to-End Computer Vision Methodology for Quantitative Metallography M. Rusanovsky O. Beeri Gal Oren 59 18 0 22 Apr 2021
CateNorm: Categorical Normalization for Robust Medical Image Segmentation Junfei Xiao Lequan Yu Zongwei Zhou Yutong Bai Lei Xing Alan Yuille Yuyin Zhou OOD MedIm 57 7 0 29 Mar 2021
Multi-Robot Distributed Semantic Mapping in Unfamiliar Environments through Online Matching of Learned Representations Stewart Jamieson Kaveh Fathian Kasra Khosoussi Jonathan P. How Yogesh A. Girdhar 26 11 0 27 Mar 2021
TricycleGAN: Unsupervised Image Synthesis and Segmentation Based on Shape Priors Umaseh Sivanesan Luis H. Braga R. Sonnadara Kiret Dhindsa GAN MedIm 23 3 0 04 Feb 2021
Upgraded W-Net with Attention Gates and its Application in Unsupervised 3D Liver Segmentation Dhanunjaya Mitta S. Chatterjee Oliver Speck A. Nürnberger SSeg MedIm 41 6 0 20 Nov 2020
Identifying Mislabeled Images in Supervised Learning Utilizing Autoencoder Yunhao Yang Andrew Whinston 65 5 0 07 Nov 2020
U-Net and its variants for medical image segmentation: theory and applications N. Siddique Sidike Paheding Colin P. Elkin Vijay Devabhaktuni SSeg 114 1,095 0 02 Nov 2020
Semi-Supervised Semantic Segmentation in Earth Observation: The MiniFrance Suite, Dataset Analysis and Multi-task Network Study J. Castillo-Navarro Bertrand Le Saux Alexandre Boulch Nicolas Audebert Sébastien Lefèvre 43 72 0 15 Oct 2020
Unsupervised Learning of Image Segmentation Based on Differentiable Feature Clustering Wonjik Kim Asako Kanezaki Masayuki Tanaka 100 215 0 20 Jul 2020
BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture Tiange Xiang Chaoyi Zhang Dongnan Liu Yang Song Heng-Chiao Huang Weidong (Tom) Cai SSeg 60 82 0 01 Jul 2020
An Inductive Transfer Learning Approach using Cycle-consistent Adversarial Domain Adaptation with Application to Brain Tumor Segmentation Y. Tokuoka Shuji Suzuki Yohei Sugawara 34 20 0 11 May 2020
CAggNet: Crossing Aggregation Network for Medical Image Segmentation Xu Cao Yanghao Lin SSeg 47 8 0 16 Apr 2020
OneGAN: Simultaneous Unsupervised Learning of Conditional Image Generation, Foreground Segmentation, and Fine-Grained Clustering Yaniv Benny Lior Wolf VLM GAN 80 48 0 31 Dec 2019
HR-SAR-Net: A Deep Neural Network for Urban Scene Segmentation from High-Resolution SAR Data Xiaying Wang Lukas Cavigelli M. Eggimann Michele Magno Luca Benini 68 21 0 10 Dec 2019
Unsupervised Medical Image Segmentation with Adversarial Networks: From Edge Diagrams to Segmentation Maps Umaseh Sivanesan Luis H. Braga R. Sonnadara Kiret Dhindsa GAN MedIm 44 13 0 12 Nov 2019
Learning Rich Representations For Structured Visual Prediction Tasks Mohammadreza Mostajabi MDE 36 0 0 30 Aug 2019
Metric-based Regularization and Temporal Ensemble for Multi-task Learning using Heterogeneous Unsupervised Tasks D. Kim Seung Hyun Lee B. Song 35 3 0 29 Aug 2019
Incremental Class Discovery for Semantic Segmentation with RGBD Sensing Yoshikatsu Nakajima Byeongkeun Kang Hideo Saito Kris Kitani 64 19 0 23 Jul 2019
Understanding Deep Learning Techniques for Image Segmentation Swarnendu Ghosh N. Das Ishita Das U. Maulik SSeg VLM 72 378 0 13 Jul 2019
DeepTEGINN: Deep Learning Based Tools to Extract Graphs from Images of Neural Networks Gustavo B. M. Mello V. Valderhaug S. Pontes-Filho E. Zouganeli I. Sandvig Stefano Nichele GNN 13 1 0 01 Jul 2019
A Semantic-based Medical Image Fusion Approach Fanda Fan Yunyou Huang Lei Wang Xingwang Xiong Zihan Jiang Zhifei Zhang Jianfeng Zhan MedIm 22 15 0 01 Jun 2019
Emergence of Object Segmentation in Perturbed Generative Models Adam Bielski Paolo Favaro 98 101 0 29 May 2019
Unsupervised Object Segmentation by Redrawing Mickaël Chen Thierry Artières Ludovic Denoyer 77 141 0 27 May 2019
Mumford-Shah Loss Functional for Image Segmentation with Deep Learning Boah Kim J. C. Ye 68 128 0 05 Apr 2019
BAE-NET: Branched Autoencoder for Shape Co-Segmentation Zhiqin Chen K. Yin Matthew Fisher S. Chaudhuri Hao Zhang 98 140 0 27 Mar 2019
SEIGAN: Towards Compositional Image Generation by Simultaneously Learning to Segment, Enhance, and Inpaint Pavel Ostyakov Roman Suvorov Elizaveta Logacheva Oleg Khomenko Sergey I. Nikolenko GAN 64 23 0 19 Nov 2018
Universal Perceptual Grouping Ke Li Kaiyue Pang Jifei Song Yi-Zhe Song Tao Xiang Timothy M. Hospedales Honggang Zhang 126 49 0 07 Aug 2018
Prostate Segmentation using 2D Bridged U-net Wanli Chen Yue Zhang Junjun He Yu Qiao Yifan Chen Hongjian Shi Xiaoying Tang SSeg 3DV 47 32 0 12 Jul 2018
CompNet: Complementary Segmentation Network for Brain MRI Extraction Raunak Dey Yi Hong 76 49 0 27 Mar 2018