Concepedia

Oscar Koller

OK

28

Publications

4.3K

Citations

21

H-Index

2011

Active since

Affiliations

RWTH Aachen University(Current)

University of Surrey

Microsoft (United States)

Microsoft Research (United Kingdom)

Gallaudet University

Oscar Koller is an author at RWTH Aachen University specializing in engineering, machine learning, and sign language.

Top concepts

EngineeringMachine LearningSign LanguagePattern RecognitionAmerican Sign LanguageData ScienceSpeech RecognitionComputer ScienceGesture RecognitionDeep Learning

Publications per year

2011–2023

28

Publications

28

Neural Sign Language Translation

Necati Cihan Camgöz, Simon Hadfield, Oscar Koller et al. · 2018 · 670 citations · Full text

Sign Language Translation, Machine Learning, Engineering +19

Continuous sign language recognition: Towards large vocabulary statistical recognition systems handling multiple signers

Oscar Koller, Jens Förster, Hermann Ney · Computer Vision and Image Understanding · 2015 · 487 citations

Sign Language, Image Analysis, Machine Learning +12

SubUNets: End-to-End Hand Shape and Continuous Sign Language Recognition

Necati Cihan Camgöz, Simon Hadfield, Oscar Koller et al. · 2017 · 360 citations

Sign Language Recognition, Generation, and Translation

Danielle Bragg, Oscar Koller, Mary Bellard et al. · 2019 · 357 citations · Full text

Translation Studies, American Deaf Culture, Engineering +18

Weakly Supervised Learning with Multi-Stream CNN-LSTM-HMMs to Discover Sequential Parallelism in Sign Language Videos

Oscar Koller, Necati Cihan Camgöz, Hermann Ney et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2019 · 328 citations

Multiple Instance Learning, Engineering, Machine Learning +19

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