Unsupervised Learning of Image Segmentation Based on Differentiable Feature Clustering

20 July 2020

Papers citing "Unsupervised Learning of Image Segmentation Based on Differentiable Feature Clustering"

50 / 54 papers shown

Title
Damage Assessment after Natural Disasters with UAVs: Semantic Feature Extraction using Deep Learning Nethmi S. Hewawiththi M. Mahesha Viduranga Vanodhya G. Warnasooriya Tharindu Fernando Himal A. Suraweera Sridha Sridharan Clinton Fookes 87 0 0 14 Dec 2024
AMNCutter: Affinity-Attention-Guided Multi-View Normalized Cutter for Unsupervised Surgical Instrument Segmentation Mingyu Sheng Jianan Fan Dongnan Liu Ron Kikinis Weidong Cai 44 0 0 06 Nov 2024
Perturbation on Feature Coalition: Towards Interpretable Deep Neural Networks Xuran Hu Mingzhe Zhu Zhenpeng Feng Miloš Daković Ljubiša Stanković 19 0 0 23 Aug 2024
Deep ContourFlow: Advancing Active Contours with Deep Learning Antoine Habis V. Meas-Yedid Elsa D. Angelini Jean-Christophe Olivo-Marin 37 0 0 15 Jul 2024
Deep asymmetric mixture model for unsupervised cell segmentation Yang Nan Guang Yang 14 1 0 03 Jun 2024
DynaSeg: A Deep Dynamic Fusion Method for Unsupervised Image Segmentation Incorporating Feature Similarity and Spatial Continuity Boujemaa Guermazi Naimul Khan 30 2 0 09 May 2024
A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trends Abolfazl Younesi Mohsen Ansari Mohammadamin Fazli A. Ejlali Muhammad Shafique Joerg Henkel 3DV 52 45 0 23 Feb 2024
Semi-supervised segmentation of land cover images using nonlinear canonical correlation analysis with multiple features and t-SNE Hong Wei James Xiao Yichao Zhang Xia Hong 43 0 0 22 Jan 2024
Unsupversied feature correlation model to predict breast abnormal variation maps in longitudinal mammograms Jun Bai Annie Jin Madison Adams Clifford Yang S. Nabavi 18 0 0 28 Dec 2023
Collaborative Learning for Annotation-Efficient Volumetric MR Image Segmentation Y. Osman Cheng Li Weijian Huang Shanshan Wang 19 2 0 18 Dec 2023
Q-Seg: Quantum Annealing-based Unsupervised Image Segmentation Supreeth Mysore Venkatesh A. Macaluso Marlon Nuske Matthias Klusch A. Dengel 32 5 0 21 Nov 2023
Patch-Based Deep Unsupervised Image Segmentation using Graph Cuts Isaac Wasserman Jeova Farias Sales Rocha Neto GNN 36 0 0 01 Nov 2023
Pixel-Level Clustering Network for Unsupervised Image Segmentation Cuong Manh Hoang Byeongkeun Kang SSeg 22 19 0 24 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
Unsupervised Object Localization in the Era of Self-Supervised ViTs: A Survey Oriane Siméoni Éloi Zablocki Spyros Gidaris Gilles Puy Patrick Pérez 33 10 0 19 Oct 2023
Locally Stylized Neural Radiance Fields Hong-Wing Pang Binh-Son Hua Sai-Kit Yeung 32 12 0 19 Sep 2023
Unsupervised Skin Lesion Segmentation via Structural Entropy Minimization on Multi-Scale Superpixel Graphs Guangjie Zeng Hao Peng Angsheng Li Zhiwei Liu Chunyang Liu Philip S. Yu Lifang He 24 8 0 05 Sep 2023
A Sparse Graph Formulation for Efficient Spectral Image Segmentation Rahul Palnitkar J. F. R. Neto 23 0 0 22 Jun 2023
Estimation of control area in badminton doubles with pose information from top and back view drone videos Ning Ding K. Takeda Wen-Yan Jin Yingjiu Bei Keisuke Fujii 41 4 0 07 May 2023
Removing supervision in semantic segmentation with local-global matching and area balancing Simone Rossetti Nico Sama F. Pirri VLM 38 0 0 30 Mar 2023
Mask-free OVIS: Open-Vocabulary Instance Segmentation without Manual Mask Annotations VS Vibashan Ning Yu Chen Xing Can Qin M. Gao Juan Carlos Niebles Vishal M. Patel Ran Xu VLM ISeg 30 18 0 29 Mar 2023
TransAdapt: A Transformative Framework for Online Test Time Adaptive Semantic Segmentation Debasmit Das Shubhankar Borse Hyojin Park K. Azarian H. Cai Risheek Garrepalli Fatih Porikli ViT TTA 47 6 0 24 Feb 2023
On-Device Unsupervised Image Segmentation Junhuan Yang Yi Sheng Yu-zhao Zhang Weiwen Jiang Lei Yang 28 12 0 24 Feb 2023
Inverse Quantum Fourier Transform Inspired Algorithm for Unsupervised Image Segmentation Taoreed A. Akinola Xiangfang Li Richard Wilkins Pamela Obiomon Lijun Qian 24 2 0 11 Jan 2023
SS-CPGAN: Self-Supervised Cut-and-Pasting Generative Adversarial Network for Object Segmentation Kunal Chaturvedi Ali Braytee Jun Yu Li Mukesh Prasad 11 1 0 01 Jan 2023
Foreground-Background Separation through Concept Distillation from Generative Image Foundation Models Mischa Dombrowski Hadrien Reynaud Matthew Baugh Bernhard Kainz DiffM 30 3 0 29 Dec 2022
Image Segmentation-based Unsupervised Multiple Objects Discovery Sandra Kara Hejer Ammar Florian Chabot Q. C. Pham OCL 24 6 0 20 Dec 2022
Improving self-supervised representation learning via sequential adversarial masking Dylan Sam Min Bai Tristan McKinney Li Erran Li SSL 32 0 0 16 Dec 2022
ONeRF: Unsupervised 3D Object Segmentation from Multiple Views Sheng-Ming Liang Yichen Liu Shangzhe Wu Yu-Wing Tai Chi-Keung Tang 41 7 0 22 Nov 2022
Spatiotemporal k-means Olga Dorabiala D. Dabke Jennifer Webster Nathan Kutz Aleksandr Aravkin 12 3 0 10 Nov 2022
Saliency Can Be All You Need In Contrastive Self-Supervised Learning Veysel Kocaman O. M. Shir Thomas Bäck A. Belbachir 24 1 0 30 Oct 2022
Unsupervised Multi-View Object Segmentation Using Radiance Field Propagation Xinhang Liu Jiaben Chen Huai Yu Yu-Wing Tai Chi-Keung Tang 95 28 0 02 Oct 2022
CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation Chen Liu Matthew Amodio Liangbo L. Shen Feng Gao A. Avesta Snegha A Jay C. Wang L. V. Priore Smita Krishnaswamy OOD MedIm 33 13 0 23 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 15 9 0 04 Aug 2022
FewGAN: Generating from the Joint Distribution of a Few Images Lior Ben-Moshe Sagie Benaim Lior Wolf GAN 25 2 0 18 Jul 2022
K-textures, a self-supervised hard clustering deep learning algorithm for satellite image segmentation F. Wagner Ricardo Dalagnol Alber H. Sánchez Mayumi C. M. Hirye Samuel Favrichon Jake H. Lee S. Mauceri Yan Yang Sassan Saatchi 23 12 0 18 May 2022
RustSEG -- Automated segmentation of corrosion using deep learning B. Burton W. Nash N. Birbilis 21 6 0 11 May 2022
Elucidating Meta-Structures of Noisy Labels in Semantic Segmentation by Deep Neural Networks Yaoru Luo Guo-Shuai Liu Yuanhao Guo Ge Yang NoLa 11 1 0 30 Apr 2022
Data Clustering as an Emergent Consensus of Autonomous Agents P. Minakowski J. Peszek 6 1 0 22 Apr 2022
Guided deep learning by subaperture decomposition: ocean patterns from SAR imagery Nicolae-Cătălin Ristea Andrei Anghel Mihai Datcu Bertrand Chapron 11 4 0 09 Apr 2022
Self-Supervised Leaf Segmentation under Complex Lighting Conditions Xufeng Lin Chan Li S. Adams A. Kouzani Richard Jiang ... Michael Vernon Egan H. Doeven Lawrence D. Webb Todd Mcclellan Adam Guskic VLM 17 21 0 29 Mar 2022
GOSS: Towards Generalized Open-set Semantic Segmentation Jie Hong Weihong Li Junlin Han Jiyang Zheng Pengfei Fang Mehrtash Harandi L. Petersson VLM 32 19 0 23 Mar 2022
Adaptive Discriminative Regularization for Visual Classification Qingsong Zhao Yi Wang Shuguang Dou Chen Gong Yin Wang Cairong Zhao 24 0 0 02 Mar 2022
Semantic Segmentation In-the-Wild Without Seeing Any Segmentation Examples Nir Zabari Yedid Hoshen VLM 33 26 0 06 Dec 2021
TransFGU: A Top-down Approach to Fine-Grained Unsupervised Semantic Segmentation Zhao-Heng Yin Pichao Wang Fan Wang Xianzhe Xu Hanling Zhang Hao Li Rong Jin 41 39 0 02 Dec 2021
Unsupervised Segmentation for Terracotta Warrior with Seed-Region-Growing CNN (SRG-Net) Yao Hu Guohua Geng Kang Li Wei Zhou Xingxing Hao Xin Cao 32 2 0 28 Jul 2021
Learning Foreground-Background Segmentation from Improved Layered GANs Yu Yang Hakan Bilen Qiran Zou Wing Yin Cheung Xian-Wei Ji GAN SSeg 18 14 0 01 Apr 2021
Deep Neural Networks Learn Meta-Structures from Noisy Labels in Semantic Segmentation Yaoru Luo Guole Liu Yuanhao Guo Ge Yang NoLa 30 9 0 22 Mar 2021
A Novel CNN-LSTM-based Approach to Predict Urban Expansion W. Boulila Hamza Ghandorh M. Khan Fawad Ahmed Jawad Ahmad 23 101 0 02 Mar 2021
Multi-source Pseudo-label Learning of Semantic Segmentation for the Scene Recognition of Agricultural Mobile Robots Shigemichi Matsuzaki J. Miura Hiroaki Masuzawa 32 9 0 12 Feb 2021