Concepedia

Derek Hoiem

DH

76

Publications

15.4K

Citations

45

H-Index

2004

Active since

Affiliations

University of Illinois Urbana-Champaign(Current)

Carnegie Mellon University

Microsoft Research (United Kingdom)

Intel (United States)

Derek Hoiem is an author at University of Illinois Urbana-Champaign specializing in engineering, computer vision, and machine vision.

Top concepts

EngineeringComputer VisionMachine VisionImage AnalysisComputer ScienceDeep LearningMachine LearningPattern RecognitionData ScienceComputational Geometry

Publications per year

2004–2024

76

Publications

76

Learning without Forgetting

Zhizhong Li, Derek Hoiem · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 3.6K citations

Artificial Intelligence, Convolutional Neural Network, Engineering +21

Describing objects by their attributes

Ali Farhadi, Ian Endres, Derek Hoiem et al. · 2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · 1.9K citations

Identity Assignment, Engineering, Machine Learning +18

Putting Objects in Perspective

Derek Hoiem, Alexei A. Efros, Martial Hebert · International Journal of Computer Vision · 2008 · 820 citations · Full text

Engineering, Machine Vision, 3D Vision +4

Geometric context from a single image

Derek Hoiem, Alexei A. Efros, Martial Hebert · 2005 · 679 citations · Full text

Geometric Modeling, Geometric Context, Scene Analysis +15

Recovering Surface Layout from an Image

Derek Hoiem, Alexei A. Efros, Martial Hebert · International Journal of Computer Vision · 2007 · 678 citations

Geometric Modeling, Image Analysis, Machine Vision +10

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