A Benchmark Dataset and Evaluation Methodology for Video Object Segmentation

Federico Perazzi, Jordi Pont-Tuset, Brian McWilliams, +2

Scene AnalysisEngineeringMachine LearningNew Benchmark DatasetImage Sequence Analysis +16

The 2018 DAVIS Challenge on Video Object Segmentation

Sergi Caelles, Alberto Montes, Kevis-Kokitsi Maninis, +4

arXiv (Cornell University)

Artificial IntelligenceScene AnalysisEngineeringMachine LearningDavis Challenge +15

Convolutional Oriented Boundaries: From Image Segmentation to High-Level Tasks

Kevis-Kokitsi Maninis, Jordi Pont-Tuset, Pablo Arbeláez, +1

IEEE Transactions on Pattern Analysis and Machine Intelligence

Convolutional Neural NetworkScene AnalysisHierarchical SegmentationMachine LearningEngineering +16

The 2019 DAVIS Challenge on VOS: Unsupervised Multi-Object Segmentation

Sergi Caelles, Jordi Pont-Tuset, Federico Perazzi, +3

arXiv (Cornell University)

Artificial IntelligenceScene AnalysisEngineeringMachine LearningDavis Challenge +15

Rich Human Feedback for Text-to-Image Generation

Youwei Liang, Junfeng He, Gang Li, +15

Video Object Segmentation without Temporal Information

Kevis-Kokitsi Maninis, Sergi Caelles, Yuhua Chen, +4

IEEE Transactions on Pattern Analysis and Machine Intelligence

Scene AnalysisEngineeringMachine LearningVideo ProcessingVideo Summarization +14

One-Shot Video Object Segmentation

Sergi Caelles, Kevis-Kokitsi Maninis, Jordi Pont-Tuset, +3

Foreground SegmentationScene AnalysisImage AnalysisMachine LearningMachine Vision +13

Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning

Yuhua Chen, Jordi Pont-Tuset, Alberto Montes, +1

arXiv (Cornell University)

Scene AnalysisEngineeringMachine LearningVideo ProcessingVideo Retrieval +14

Semi-automatic video object segmentation by advanced manipulation of segmentation hierarchies

Jordi Pont-Tuset, Miquel A. Farre

Scene AnalysisEngineeringMachine LearningVideo ProcessingVideo Retrieval +17

Iterative Deep Learning for Road Topology Extraction

Carles Ventura, Jordi Pont-Tuset, Sergi Caelles, +2

arXiv (Cornell University)

Geometric LearningConvolutional Neural NetworkRoad NetworkMachine VisionMachine Learning +11