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"

35 / 35 papers shown

Title
Joint-Embedding Predictive Architecture for Self-Supervised Learning of Mask Classification Architecture Donghee Kim Sungduk Cho Hyeonwoo Cho Chanmin Park Jinyoung Kim Won Hwa Kim 61 0 0 15 Jul 2024
DynaSeg: A Deep Dynamic Fusion Method for Unsupervised Image Segmentation Incorporating Feature Similarity and Spatial Continuity Boujemaa Guermazi Naimul Khan 35 2 0 09 May 2024
SmooSeg: Smoothness Prior for Unsupervised Semantic Segmentation Mengcheng Lan Xinjiang Wang Yiping Ke Jiaxing Xu Xue Jiang Wayne Zhang 50 11 0 27 Oct 2023
DeepFDR: A Deep Learning-based False Discovery Rate Control Method for Neuroimaging Data Taehyo Kim Hai Shu Qiran Jia Mony de Leon 13 0 0 20 Oct 2023
Voting Network for Contour Levee Farmland Segmentation and Classification Abolfazl Meyarian Xiaohui Yuan 24 0 0 28 Sep 2023
A Sparse Graph Formulation for Efficient Spectral Image Segmentation Rahul Palnitkar J. F. R. Neto 32 0 0 22 Jun 2023
On-Device Unsupervised Image Segmentation Junhuan Yang Yi Sheng Yu-zhao Zhang Weiwen Jiang Lei Yang 35 12 0 24 Feb 2023
DoubleU-NetPlus: A Novel Attention and Context Guided Dual U-Net with Multi-Scale Residual Feature Fusion Network for Semantic Segmentation of Medical Images Md. Rayhan Ahmed Adnan Ferdous Ashrafi R. Ahmed Swakkhar Shatabda A. Muzahidul Islam Salekul Islam SSeg 37 20 0 25 Nov 2022
MOVE: Unsupervised Movable Object Segmentation and Detection Adam Bielski Paolo Favaro OCL 25 20 0 14 Oct 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 28 9 0 04 Aug 2022
Real-time Streaming Video Denoising with Bidirectional Buffers Chenyang Qi Junming Chen Xin Yang Qifeng Chen 24 21 0 14 Jul 2022
Hybrid Spatial-Temporal Entropy Modelling for Neural Video Compression Jiahao Li Bin Li Yan Lu 33 153 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 29 11 0 11 Jul 2022
EVAC+: Multi-scale V-net with Deep Feature CRF Layers for Brain Extraction Jong Sung Park S. Fadnavis Eleftherios Garyfallidis 44 0 0 06 Jun 2022
Guess What Moves: Unsupervised Video and Image Segmentation by Anticipating Motion Subhabrata Choudhury Laurynas Karazija Iro Laina Andrea Vedaldi Christian Rupprecht OCL VOS 108 39 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 40 160 0 16 May 2022
Scribble2D5: Weakly-Supervised Volumetric Image Segmentation via Scribble Annotations Qiuhui Chen Yi Hong 43 24 0 13 May 2022
Towards Bi-directional Skip Connections in Encoder-Decoder Architectures and Beyond Tiange Xiang Chaoyi Zhang Xinyi Wang Yang Song Dongnan Liu Heng-Chiao Huang Weidong (Tom) Cai MedIm AI4CE SSeg 43 13 0 11 Mar 2022
Unsupervised Foreground Extraction via Deep Region Competition Peiyu Yu Sirui Xie Xiaojian Ma Yixin Zhu Ying Nian Wu Song-Chun Zhu OCL 36 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 28 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 31 3 0 13 Aug 2021
Predicting Mechanically Driven Full-Field Quantities of Interest with Deep Learning-Based Metamodels S. Mohammadzadeh Emma Lejeune AI4CE 33 28 0 24 Jul 2021
A Spatial Guided Self-supervised Clustering Network for Medical Image Segmentation Euijoon Ahn Dagan Feng Jinman Kim 33 26 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 48 53 0 17 May 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 31 5 0 20 Nov 2020
Identifying Mislabeled Images in Supervised Learning Utilizing Autoencoder Yunhao Yang Andrew Whinston 23 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 33 1,046 0 02 Nov 2020
Unsupervised Learning of Image Segmentation Based on Differentiable Feature Clustering Wonjik Kim Asako Kanezaki Masayuki Tanaka 25 210 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 27 80 0 01 Jul 2020
Spectral Image Segmentation with Global Appearance Modeling J. F. R. Neto Pedro F. Felzenszwalb 27 4 0 11 Jun 2020
OneGAN: Simultaneous Unsupervised Learning of Conditional Image Generation, Foreground Segmentation, and Fine-Grained Clustering Yaniv Benny Lior Wolf VLM GAN 21 48 0 31 Dec 2019
Emergence of Object Segmentation in Perturbed Generative Models Adam Bielski Paolo Favaro 33 99 0 29 May 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 19 23 0 19 Nov 2018
Universal Perceptual Grouping Ke Li Kaiyue Pang Jifei Song Yi-Zhe Song Tao Xiang Timothy M. Hospedales Honggang Zhang 14 48 0 07 Aug 2018
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation Adam Paszke Abhishek Chaurasia Sangpil Kim Eugenio Culurciello SSeg 235 2,059 0 07 Jun 2016