Keyword

visual words

Description: A term that may refer to written words processed visually or to visual symbols used as a vocabulary in learning or image analysis.

Primary topic: Advanced Image and Video Retrieval Techniques (30%)

OpenAlex ID: keywords/visual-words

Object retrieval with large vocabularies and fast spatial matching

2007 · James Philbin, Ondrej Chum, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2,957

Positron emission tomographic studies of the cortical anatomy of single-word processing

1988 · S. E. Petersen, P. T. Fox, et al. · Nature · 2,593

Hamming Embedding and Weak Geometric Consistency for Large Scale Image Search

2008 · Herve Jegou, Matthijs Douze, et al. · Lecture notes in computer science · 1,900

Fisher Kernels on Visual Vocabularies for Image Categorization

2007 · Florent Perronnin, Christopher Dance · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,628

Lost in quantization: Improving particular object retrieval in large scale image databases

2008 · James Philbin, Ondrej Chum, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,473

Remote Sensing Image Change Detection With Transformers

2021 · Hao Chen, Zipeng Qi, et al. · IEEE Transactions on Geoscience and Remote Sensing · 1,465

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Transformer in Transformer

2021 · Han, Kai, Xiao, An, et al. · arXiv (Cornell University) · 1,394

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Understanding bag-of-words model: a statistical framework

2010 · Yin Zhang, Rong Jin, et al. · International Journal of Machine Learning and Cybernetics · 1,383

Image Classification using Random Forests and Ferns

2007 · Anna Bosch, Andrew Zisserman, et al. · IEEE International Conference on Computer Vision (ICCV) · 1,258

Recognizing realistic actions from videos “in the wild”

2009 · Jingen Liu, Jiebo Luo, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,089

Multimodal Distributional Semantics

2014 · E. Bruni, N. K. Tran, et al. · Journal of Artificial Intelligence Research · 915

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A Visual Vocabulary for Flower Classification

2006 · M.-E. Nilsback, A. Zisserman · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 871

Total Recall: Automatic Query Expansion with a Generative Feature Model for Object Retrieval

2007 · Ondrej Chum, James Philbin, et al. · IEEE International Conference on Computer Vision (ICCV) · 869

Object categorization by learned universal visual dictionary

2005 · J. Winn, A. Criminisi, et al. · 846

Scene Classification Via pLSA

2006 · Anna Bosch, Andrew Zisserman, et al. · Lecture notes in computer science · 773

Multiple kernels for object detection

2009 · Andrea Vedaldi, Varun Gulshan, et al. · IEEE International Conference on Computer Vision (ICCV) · 765

Improving Bag-of-Features for Large Scale Image Search

2009 · Hervé Jégou, Matthijs Douze, et al. · International Journal of Computer Vision · 744

Learning object categories from Google's image search

2005 · R. Fergus, L. Fei-Fei, et al. · 700

Scene Classification Using a Hybrid Generative/Discriminative Approach

2008 · Anna Bosch, Andrew Zisserman, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 690

Unsupervised Discovery of Mid-Level Discriminative Patches

2012 · Saurabh Singh, Abhinav Gupta, et al. · Lecture notes in computer science · 518

Visual-Textual Joint Relevance Learning for Tag-Based Social Image Search

2012 · Yue Gao, Meng Wang, et al. · IEEE Transactions on Image Processing · 438

Local features are not lonely – Laplacian sparse coding for image classification

2010 · Shenghua Gao, Ivor Wai-Hung Tsang, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 422

Negative Evidences and Co-occurences in Image Retrieval: The Benefit of PCA and Whitening

2012 · Hervé Jégou, Ondřej Chum · Lecture notes in computer science · 393

Multi-Region Probabilistic Histograms for Robust and Scalable Identity Inference

2009 · Conrad Sanderson, Brian C. Lovell · Lecture notes in computer science · 305

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Spatial pyramid co-occurrence for image classification

2011 · Yi Yang, Shawn Newsam · International Conference on Computer Vision · 304

Works count: 2,345

Citation count: 50,360