Concepedia

Charless C. Fowlkes

CC

97

Publications

24.8K

Citations

44

H-Index

1999

Active since

Affiliations

University of California, Irvine(Current)

University of California, Berkeley

UC Irvine Health

Carnegie Mellon University

Lawrence Berkeley National Laboratory

Charless C. Fowlkes is an author at University of California, Irvine specializing in engineering, computer vision, and image analysis.

Top concepts

EngineeringComputer VisionImage AnalysisMachine VisionDeep LearningPattern RecognitionMachine LearningData ScienceComputer ScienceImage Segmentation

Publications per year

1999–2023

97

Publications

97

A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics

David Martín, Charless C. Fowlkes, Doron Tal et al. · 2002 · 7.9K citations

Scene Analysis, Engineering, Machine Learning +19

Contour Detection and Hierarchical Image Segmentation

Pablo Arbeláez, Michael Maire, Charless C. Fowlkes et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2010 · 5.4K citations

Image Classification, Scene Analysis, Machine Vision +13

Learning to detect natural image boundaries using local brightness, color, and texture cues

David R. Martin, Charless C. Fowlkes, Jitendra Malik · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2004 · 2.4K citations

Scene Analysis, Engineering, Machine Learning +19

Spectral grouping using the nystrom method

Charless C. Fowlkes, Serge Belongie, Fan Chung et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2004 · 1.3K citations

Globally-optimal greedy algorithms for tracking a variable number of objects

Hamed Pirsiavash, Deva Ramanan, Charless C. Fowlkes · 2011 · 800 citations

Mathematical Programming, Location Tracking, Engineering +20

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