Normalized Cut Loss for Weakly-Supervised CNN Segmentation

Meng Tang, Abdelaziz Djelouah, Federico Perazzi, +2

Structured PredictionConvolutional Neural NetworkEngineeringMachine LearningStandard Loss Functions +14

Neural Inter-Frame Compression for Video Coding

Abdelaziz Djelouah, Joaquim Campos, Simone Schaub-Meyer, +1

Single Image CompressionLossy CompressionImage AnalysisMachine LearningEngineering +13

Blind image super-resolution with spatially variant degradations

Victor Cornillère, Abdelaziz Djelouah, Yifan Wang, +2

ACM Transactions on Graphics

High ResolutionEngineeringMachine LearningSuper-resolution ImagingImage Analysis +14

Normalized Cut Loss for Weakly-supervised CNN Segmentation

Meng Tang, Abdelaziz Djelouah, Federico Perazzi, +2

arXiv (Cornell University)

Structured PredictionConvolutional Neural NetworkEngineeringMachine LearningStandard Loss Functions +14

Multi-view Object Segmentation in Space and Time

Abdelaziz Djelouah, Jean-Sébastien Franco, Edmond Boyer, +2

Scene AnalysisEngineeringMachine LearningObject SegmentationImage Analysis +15

Sparse Multi-View Consistency for Object Segmentation

Abdelaziz Djelouah, Jean-Sébastien Franco, Edmond Boyer, +2

IEEE Transactions on Pattern Analysis and Machine Intelligence

Scene AnalysisEngineering3D Computer VisionImage AnalysisData Science +16

A Bayesian Approach for Selective Image-Based Rendering Using Superpixels

Rodrigo Ortiz Cayón, Abdelaziz Djelouah, George Drettakis

Geometric ModelingRealistic RenderingUsing SuperpixelsMachine VisionImage Analysis +12

Neural frame interpolation for rendered content

Karlis Martins Briedis, Abdelaziz Djelouah, Mark Meyer, +2

ACM Transactions on Graphics

Realistic RenderingMachine VisionMachine LearningImage AnalysisRendered Content +10

Lossy Image Compression with Normalizing Flows

Leonhard Helminger, Abdelaziz Djelouah, Christopher Schroers

arXiv (Cornell University)

Lossy CompressionImage AnalysisMachine LearningData ScienceEngineering +11

Content Adaptive Optimization for Neural Image Compression

Joaquim Campos, Simon Meierhans, Abdelaziz Djelouah, +1

arXiv (Cornell University)

Content Adaptive OptimizationLossy CompressionImage AnalysisMachine LearningData Science +10