Deep image clustering by fusing contrastive learning and neighbor relation mining

Knowledge-Based Systems ◽

10.1016/j.knosys.2021.107967 ◽

2021 ◽

pp. 107967

Author(s):

Chaoyang Xu ◽

Renjie Lin ◽

Jinyu Cai ◽

Shiping Wang

Keyword(s):

Image Clustering ◽

Neighbor Relation ◽

Relation Mining

Download Full-text

Deep Image Clustering Using Self-learning Optimization in a Variational Auto-Encoder

Pattern Recognition. ICPR International Workshops and Challenges - Lecture Notes in Computer Science ◽

10.1007/978-3-030-68790-8_56 ◽

2021 ◽

pp. 736-749

Author(s):

Duc Hoa Tran ◽

Michel Meunier ◽

Farida Cheriet

Keyword(s):

Image Clustering ◽

Download Full-text

DIC: Deep Image Clustering for Unsupervised Image Segmentation

IEEE Access ◽

10.1109/access.2020.2974496 ◽

2020 ◽

Vol 8 ◽

pp. 34481-34491 ◽

Author(s):

Lei Zhou ◽

Weiyufeng Wei

Keyword(s):

Image Segmentation ◽

Image Clustering ◽

Unsupervised Image Segmentation

Download Full-text

Deep Image Clustering with Category-Style Representation

Computer Vision – ECCV 2020 - Lecture Notes in Computer Science ◽

10.1007/978-3-030-58568-6_4 ◽

2020 ◽

pp. 54-70

Author(s):

Junjie Zhao ◽

Donghuan Lu ◽

Kai Ma ◽

Yu Zhang ◽

Yefeng Zheng

Keyword(s):

Image Clustering ◽

Download Full-text

Improving Deep Image Clustering with Spatial Transformer Layers

Artificial Neural Networks and Machine Learning – ICANN 2019: Text and Time Series - Lecture Notes in Computer Science ◽

10.1007/978-3-030-30490-4_51 ◽

2019 ◽

pp. 641-654 ◽

Author(s):

Thiago V. M. Souza ◽

Cleber Zanchettin

Keyword(s):

Image Clustering ◽

Download Full-text

Deep Image Clustering Using Convolutional Autoencoder Embedding with Inception-Like Block

2018 25th IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip.2018.8451641 ◽

2018 ◽

Author(s):

Qiang Wang ◽

Jiaqing Xu ◽

Rongchun Li ◽

Peng Qiao ◽

Ke Yang ◽

...

Keyword(s):

Image Clustering ◽

Convolutional Autoencoder ◽

Download Full-text

Texture Features Extraction and Backtracking Search Optimization Algorithm for Satellite Image Clustering

International Review of Aerospace Engineering (IREASE) ◽

10.15866/irease.v12i5.15224 ◽

2019 ◽

Vol 12 (5) ◽

pp. 222

Author(s):

Nourredine Boudali ◽

Hadria Fizazi ◽

Meriem Abidi

Keyword(s):

Optimization Algorithm ◽

Satellite Image ◽

Texture Features ◽

Features Extraction ◽

Image Clustering ◽

Backtracking Search ◽

Search Optimization ◽

Backtracking Search Optimization Algorithm

Download Full-text

A Survey On Unsupervised Evaluation Criteria For Image Clustering Validation

Qalaai Zanist Scientific Journal ◽

10.25212/lfu.qzj.2.2.10 ◽

2017 ◽

Vol 2 (2) ◽

pp. 83-92 ◽

Author(s):

Akar Taher

Keyword(s):

Evaluation Criteria ◽

Image Clustering ◽

Clustering Validation

Download Full-text

Robust Unsupervised Flexible Auto-weighted Local-coordinate Concept Factorization for Image Clustering

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2019.8683263 ◽

2019 ◽

Author(s):

Zhao Zhang ◽

Yan Zhang ◽

Sheng Li ◽

Guangcan Liu ◽

Meng Wang ◽

...

Keyword(s):

Image Clustering ◽

Concept Factorization

Download Full-text

User profiles’ image clustering for digital investigations

Forensic Science International: Digital Investigation ◽

10.1016/j.fsidi.2021.301171 ◽

2021 ◽

Vol 38 ◽

pp. 301171

Author(s):

Rahimeh Rouhi ◽

Flavio Bertini ◽

Danilo Montesi

Keyword(s):

Image Clustering ◽

Download Full-text

A deep image coding scheme with generative network to learn from correlated images.

IEEE Transactions on Multimedia ◽

10.1109/tmm.2021.3087011 ◽

2021 ◽

pp. 1-1

Author(s):

Yihao Chen ◽

Bin Tan ◽

Jun Wu ◽

Zhifeng Zhang ◽

Haoqi Ren

Keyword(s):

Image Coding ◽

Coding Scheme ◽

Download Full-text