Keyword

local features

Description: Localized patterns or attributes in data, especially images or text, used in computer vision and pattern recognition alongside broader global features.

Primary topic: Advanced Image and Video Retrieval Techniques (22%)

OpenAlex ID: keywords/local-features

Forest before trees: The precedence of global features in visual perception

1977 · David Navon · Cognitive Psychology · 4,002

Textons, the elements of texture perception, and their interactions

1981 · Bela Julesz · Nature · 1,702

Attending to the Big Picture: Mood and Global Versus Local Processing of Visual Information

2002 · Karen Gasper, Gerald L. Clore · Psychological Science · 1,073

Blind image quality evaluation using perception based features

2015 · Venkatanath N, Praneeth D, et al. · National Conference on Communications · 996

Machine Health Monitoring Using Local Feature-Based Gated Recurrent Unit Networks

2017 · Rui Zhao, Dongzhe Wang, et al. · IEEE Transactions on Industrial Electronics · 880

CGNet: A Light-Weight Context Guided Network for Semantic Segmentation

2020 · Tianyi Wu, Sheng Tang, et al. · IEEE Transactions on Image Processing · 856

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Benchmarking 6DOF Outdoor Visual Localization in Changing Conditions

2018 · Torsten Sattler, Will Maddern, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 698

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Bag of visual words and fusion methods for action recognition: Comprehensive study and good practice

2016 · Xiaojiang Peng, Limin Wang, et al. · Computer Vision and Image Understanding · 678

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Image enhancement by histogram transformation

1977 · Robert Hummel · Computer Graphics and Image Processing · 596

Parallel versus serial processing in rapid pattern discrimination

1983 · James R. Bergen, Bela Julesz · Nature · 490

SuperParsing: Scalable Nonparametric Image Parsing with Superpixels

2010 · Joseph Tighe, Svetlana Lazebnik · Lecture notes in computer science · 488

Independent component analysis of gabor features for face recognition

2003 · Chengjun Liu, H. Wechsler · IEEE Transactions on Neural Networks · 466

Two Systems for the Detection of Melanomas in Dermoscopy Images Using Texture and Color Features

2013 · Catarina Barata, Margarida Ruela, et al. · IEEE Systems Journal · 453

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

On the Repeatability and Quality of Keypoints for Local Feature-based 3D Object Retrieval from Cluttered Scenes

2009 · A. Mian, M. Bennamoun, et al. · International Journal of Computer Vision · 417

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Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval with Generative Models

2018 · Jiuxiang Gu, Jianfei Cai, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 408

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Unifying Deep Local and Global Features for Image Search

2020 · Bingyi Cao, André Araujo, et al. · Lecture notes in computer science · 392

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Image Matching Across Wide Baselines: From Paper to Practice

2020 · Yuhe Jin, Dmytro Mishkin, et al. · International Journal of Computer Vision · 388

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Recognizing and Locating Partially Visible Objects: The Local-Feature-Focus Method

1982 · Robert C. Bolles, Ronald A. Cain · The International Journal of Robotics Research · 384

Recognising and Locating Partially Visible Objects: The Local-Feature-Focus Method

1983 · R. C. Bolles, R. A. Cain · Springer eBooks · 383

DeepFake Detection by Analyzing Convolutional Traces

2020 · Luca Guarnera, Oliver Giudice, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 374

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A Bag-of-Features Framework to Classify Time Series

2013 · M. G. Baydogan, G. Runger, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 362

Exploiting local features from deep networks for image retrieval

2015 · Joe Yue-Hei Ng, Fan Yang, et al. · IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 361

Recognition with local features: the kernel recipe

2003 · Wallraven, Caputo, et al. · IEEE International Conference on Computer Vision (ICCV) · 348

Anomaly Detection for Time Series Using VAE-LSTM Hybrid Model

2020 · Shuyu Lin, Ronald Clark, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 343

Works count: 3,370

Citation count: 55,870