Bag-of-Visual-Words codebook generation using deep features for effective classification of imbalanced multi-class image datasets

Comparison of Deep Learning, Data Augmentation and Bag of-Visual-Words for Classification of Imbalanced Image Datasets

Communications in Computer and Information Science - Recent Trends in Image Processing and Pattern Recognition ◽

10.1007/978-981-13-9181-1_49 ◽

2019 ◽

pp. 561-571 ◽

Cited By ~ 4

Author(s):

Manisha Saini ◽

Seba Susan

Keyword(s):

Deep Learning ◽

Data Augmentation ◽

Bag Of Visual Words ◽

Visual Words ◽

Learning Data ◽

Image Datasets

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Object Classification of Aerial Images With Bag-of-Visual Words

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2009.2035644 ◽

2010 ◽

Vol 7 (2) ◽

pp. 366-370 ◽

Cited By ~ 121

Author(s):

Sheng Xu ◽

Tao Fang ◽

Deren Li ◽

Shiwei Wang

Keyword(s):

Object Classification ◽

Aerial Images ◽

Bag Of Visual Words ◽

Visual Words

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Bag of visual words based approach for the classification of benign and malignant masses in mammograms using voting-based feature encoding

14th International Workshop on Breast Imaging (IWBI 2018) ◽

10.1117/12.2316307 ◽

2018 ◽

Author(s):

Zobia Suhail ◽

Erika R. Denton ◽

Reyer Zwiggelaar ◽

Arif Mahmood

Keyword(s):

Bag Of Visual Words ◽

Visual Words ◽

Feature Encoding

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Bag-of-Visual Words and Error-Correcting Output Codes for Multilabel Classification of Remote Sensing Images

IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2018.8519432 ◽

2018 ◽

Cited By ~ 1

Author(s):

A. Radoi ◽

M. Datcu

Keyword(s):

Remote Sensing ◽

Bag Of Visual Words ◽

Remote Sensing Images ◽

Multilabel Classification ◽

Visual Words ◽

Error Correcting Output Codes

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Defect classification of TFT-LCD with bag of visual words approach

2012 IEEE 6th International Conference on Information and Automation for Sustainability ◽

10.1109/iciafs.2012.6419899 ◽

2012 ◽

Author(s):

Wei Huang ◽

Hongtao Lu

Keyword(s):

Defect Classification ◽

Bag Of Visual Words ◽

Visual Words

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Classification of Oil Spills and Look-Alikes from Sar Images Using Bag of Visual Words Method of Feature Extraction

10.1109/igarss47720.2021.9554307 ◽

2021 ◽

Author(s):

Anagha S. Dhavalikar ◽

Pranali C. Choudhari

Keyword(s):

Feature Extraction ◽

Oil Spills ◽

Bag Of Visual Words ◽

Sar Images ◽

Visual Words

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Automatic Classification of Optical Defects of Mirrors from Ronchigram Images Using Bag of Visual Words and Support Vector Machines

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-319-75193-1_86 ◽

2018 ◽

pp. 719-726

Author(s):

Daniel Zapata ◽

Angel Cruz-Roa ◽

Andrés Jiménez

Keyword(s):

Support Vector Machines ◽

Automatic Classification ◽

Support Vector ◽

Bag Of Visual Words ◽

Visual Words ◽

Vector Machines

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Automatic detection and classification of abnormal tissues on digital mammograms based on a bag-of-visual-words approach

Medical Imaging 2020: Computer-Aided Diagnosis ◽

10.1117/12.2549899 ◽

2020 ◽

Cited By ~ 1

Author(s):

Erick Rodríguez-Esparza ◽

Laura A. Zanella-Calzada ◽

Diego Oliva ◽

Marco Pérez-Cisneros

Keyword(s):

Automatic Detection ◽

Bag Of Visual Words ◽

Visual Words

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Automatic classification of medical X‐ray images using a bag of visual words

IET Computer Vision ◽

10.1049/iet-cvi.2012.0291 ◽

2013 ◽

Vol 7 (2) ◽

pp. 105-114 ◽

Cited By ~ 18

Author(s):

Mohammad Reza Zare ◽

Ahmed Mueen ◽

Woo Chaw Seng

Keyword(s):

Automatic Classification ◽

Bag Of Visual Words ◽

X Ray ◽

Visual Words

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Collaborative Clustering Approach Based on Dempster-Shafer Theory for Bag-of-Visual-Words Codebook Generation

Advances in Artificial Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-030-18305-9_21 ◽

2019 ◽

pp. 263-273

Author(s):

Sabrine Hafdhellaoui ◽

Yaakoub Boualleg ◽

Mohamed Farah

Keyword(s):

Bag Of Visual Words ◽

Visual Words ◽

Dempster Shafer Theory ◽

Collaborative Clustering ◽

Clustering Approach ◽

Codebook Generation ◽

Shafer Theory

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