Rethinking Atrous Convolution for Semantic Image Segmentation

Liang-Chieh Chen, George Papandreou, Florian Schroff, +1

arXiv (Cornell University)

Convolutional Neural NetworkScene AnalysisEngineeringMachine LearningSemantic Image Segmentation +14

Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation

Liang-Chieh Chen, Yukun Zhu, George Papandreou, +2

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningImage AnalysisData Science +17

Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation

Chenxi Liu, Liang-Chieh Chen, Florian Schroff, +4

Geometric LearningConvolutional Neural NetworkEngineeringMachine LearningSemantic Image Segmentation +15

FEELVOS: Fast End-To-End Embedding Learning for Video Object Segmentation

Paul Voigtlaender, Yuning Chai, Florian Schroff, +3

Scene AnalysisImage AnalysisMachine VisionMachine LearningVideo Object Segmentation +10

MaskLab: Instance Segmentation by Refining Object Detection with Semantic and Direction Features

Liang-Chieh Chen, Alexander Hermans, George Papandreou, +3

Convolutional Neural NetworkScene AnalysisEngineeringMachine LearningMultiple Instance Learning +14

Searching for Efficient Multi-Scale Architectures for Dense Image Prediction

Liang-Chieh Chen, Maxwell D. Collins, Yukun Zhu, +5

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningDense Image PredictionImage Analysis +14

Caltech-UCSD Birds 200

Peter Welinder, Steve Branson, Catherine Wah, +3

CaltechAUTHORS (California Institute of Technology)

Object Class Segmentation using Random Forests

Florian Schroff, Antonio Criminisi, Andrew Zisserman

EngineeringMachine LearningFeature DetectionBiometricsObject Class Segmentation +16

Sixteen facial expressions occur in similar contexts worldwide

Alan Cowen, Dacher Keltner, Florian Schroff, +3

Nature

CultureFacial Expression RecognitionInterpersonal CommunicationSixteen Facial ExpressionsSociolinguistics +8

Harvesting Image Databases from the Web

Florian Schroff, Antonio Criminisi, Andrew Zisserman

EngineeringMachine LearningImage RetrievalImage DatabasesImage Database +15