Concepedia

Svetlana Lazebnik

SL

72

Publications

24K

Citations

44

H-Index

2003

Active since

Affiliations

University of Illinois Urbana-Champaign(Current)

University of North Carolina at Chapel Hill

Institut national de recherche en sciences et technologies du numérique

Centre Inria de l'Université Grenoble Alpes

Svetlana Lazebnik is an author at University of Illinois Urbana-Champaign specializing in computer vision, engineering, and image analysis.

Top concepts

EngineeringComputer VisionImage AnalysisMachine VisionPattern RecognitionData ScienceMachine LearningDeep LearningComputer ScienceNatural Language Processing

Publications per year

2003–2024

72

Publications

72

Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories

Svetlana Lazebnik, C. Schmid, Jean Ponce · 2006 · 7.9K citations · Full text

Local Features and Kernels for Classification of Texture and Object Categories: A Comprehensive Study

Jianguo Zhang, M. Marszałek, Svetlana Lazebnik et al. · International Journal of Computer Vision · 2006 · 1.9K citations · Full text

Comprehensive Study, Image Classification, Machine Vision +13

Iterative Quantization: A Procrustean Approach to Learning Binary Codes for Large-Scale Image Retrieval

Yunchao Gong, Svetlana Lazebnik, Albert Gordo et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2012 · 1.9K citations

Engineering, Machine Learning, Image Retrieval +22

Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models

Bryan A. Plummer, Liwei Wang, Chris M. Cervantes et al. · 2015 · 1.3K citations

Engineering, Flickr30k Entities, Corpus Linguistics +18

A sparse texture representation using local affine regions

Svetlana Lazebnik, C. Schmid, Jean Ponce · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005 · 1.1K citations · Full text

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