NTIRE 2017 Challenge on Single Image Super-Resolution: Dataset and Study

Eirikur Agustsson, Radu Timofte

EngineeringMachine LearningSuper-resolution ImagingImage AnalysisData Science +16

NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results

Radu Timofte, Eirikur Agustsson, Luc Van Gool, +71

Rich DetailsSuper-resolution ImagingMachine VisionImage AnalysisMedical Imaging +12

WebVision Database: Visual Learning and Understanding from Web Data

Wen Li, Limin Wang, Li Wei, +2

arXiv (Cornell University)

Few-shot LearningEngineeringMachine LearningSemantic WebImage Analysis +18

Scale-Space Flow for End-to-End Optimized Video Compression

Eirikur Agustsson, David Minnen, Nick Johnston, +2

Lossy CompressionEngineeringMachine LearningVideo Coding FormatVideo Processing +14

Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations

Eirikur Agustsson, Fabian Mentzer, Michael Tschannen, +4

arXiv (Cornell University)

Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningQuantization (Signal Processing) +11

High-Fidelity Generative Image Compression

Fabian Mentzer, George Toderici, Michael Tschannen, +1

arXiv (Cornell University)

Discriminator ArchitecturesLossy CompressionImage AnalysisMachine LearningEngineering +11

Soft-to-hard vector quantization for end-to-end learning compressible representations

Eirikur Agustsson, Fabian Mentzer, Michael Tschannen, +4

Lirias (KU Leuven)

Applying artificial intelligence to assess the impact of orthognathic treatment on facial attractiveness and estimated age

Raphael Patcas, Domino A. J. Bernini, Anna Volokitin, +3

International Journal of Oral and Maxillofacial Surgery

Artificial IntelligenceFacial AttractivenessBehavioral SciencesOrthognathic SurgeryFacial Reconstruction +2

Apparent and Real Age Estimation in Still Images with Deep Residual Regressors on Appa-Real Database

Eirikur Agustsson, Radu Timofte, Sérgio Escalera, +3

Towards Image Understanding from Deep Compression without Decoding

Robert Torfason, Fabian Mentzer, Eirikur Agustsson, +3

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningAutoencodersTowards Image +17