Oscar Koller - Concepedia

Author

Oscar Koller

RWTH Aachen University ORCID

Also Known As

Koller, Oscar, O. Koller, Oscar Koller

Publications

4.4K

Citations

H-Index

Concepts

All Affiliations

RWTH Aachen University University of Surrey Microsoft (United States)Microsoft Research (United Kingdom)Gallaudet University

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	15	16	3.4K
2	American Sign Language	12	12	2.7K
3	Language Studies	7	7	1.2K
4	Arts	1	1	98
5	Health Sciences	1	1	97

Oscar Koller

Publications

4.3K

Citations

H-Index

Page 1

	Year	Citations
Neural Sign Language Translation Necati Cihan Camgöz, Simon Hadfield, Oscar Koller, Sign Language TranslationMachine LearningEngineeringNeurolinguisticsSign Language Recognition	2018	670
Continuous sign language recognition: Towards large vocabulary statistical recognition systems handling multiple signers Oscar Koller, Jens Förster, Hermann Ney Computer Vision and Image Understanding Sign LanguageImage AnalysisMachine LearningEngineeringPattern Recognition	2015	487
SubUNets: End-to-End Hand Shape and Continuous Sign Language Recognition Necati Cihan Camgöz, Simon Hadfield, Oscar Koller,	2017	360
Sign Language Recognition, Generation, and Translation Danielle Bragg, Oscar Koller, Mary Bellard, Translation StudiesAmerican Deaf CultureEngineeringSign Language RecognitionCommunication	2019	357
Weakly Supervised Learning with Multi-Stream CNN-LSTM-HMMs to Discover Sequential Parallelism in Sign Language Videos Oscar Koller, Necati Cihan Camgöz, Hermann Ney, IEEE Transactions on Pattern Analysis and Machine Intelligence Multiple Instance LearningEngineeringMachine LearningSign Language RecognitionSign Language Videos	2019	328
Deep Sign: Hybrid CNN-HMM for Continuous Sign Language Recognition Oscar Koller, Sepehr Zargaran, Hermann Ney, Sign LanguageConvolutional Neural NetworkMachine VisionMachine LearningSpeech Recognition	2016	279
Deep Hand: How to Train a CNN on 1 Million Hand Images When Your Data is Continuous and Weakly Labelled Oscar Koller, Hermann Ney, Richard Bowden Convolutional Neural NetworkEngineeringMachine LearningIterative Em AlgorithmSign Language Recognition	2016	277
Re-Sign: Re-Aligned End-to-End Sequence Modelling with Deep Recurrent CNN-HMMs Oscar Koller, Sepehr Zargaran, Hermann Ney EngineeringMachine LearningHuman Pose EstimationRecurrent Neural NetworkVideo Interpretation	2017	269
Deep Sign: Enabling Robust Statistical Continuous Sign Language Recognition via Hybrid CNN-HMMs Oscar Koller, Sepehr Zargaran, Hermann Ney, International Journal of Computer Vision Hybrid Cnn-hmmsConvolutional Neural NetworkDeep SignMachine LearningHybrid Cnn-hmm	2018	196
MS-ASL: A Large-Scale Data Set and Benchmark for Understanding American Sign Language Hamid Reza Vaezi Joze, Oscar Koller arXiv (Cornell University)	2018	146

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