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Scene Segmentation

Scene segmentation is the task of splitting a scene into its various object components.

Image adapted from Temporally coherent 4D reconstruction of complex dynamic scenes.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 271–280 of 283 papers

Title	Date	Tasks	Status	Hype
Layered Interpretation of Street View Images	Jun 15, 2015	Autonomous DrivingGPU	—Unverified	0
Learning Similarity Metrics for Dynamic Scene Segmentation	Jun 1, 2015	Metric LearningMotion Segmentation	—Unverified	0
Layered RGBD Scene Flow Estimation	Jun 1, 2015	Optical Flow EstimationScene Flow Estimation	—Unverified	0
Automatic video scene segmentation based on spatial-temporal clues and rhythm	Dec 15, 2014	RetrievalRhythm	—Unverified	0
Pedestrian Detection aided by Deep Learning Semantic Tasks	Nov 29, 2014	Deep LearningPedestrian Detection	—Unverified	0
Salient Object Detection: A Survey	Nov 18, 2014	Objectobject-detection	—Unverified	0
Learning Rich Features from RGB-D Images for Object Detection and Segmentation	Jul 22, 2014	Instance SegmentationObject	CodeCode Available	0
Segment-Tree Based Cost Aggregation for Stereo Matching	Jun 1, 2013	Scene SegmentationStereo Matching	—Unverified	0
Tensor-Based High-Order Semantic Relation Transfer for Semantic Scene Segmentation	Jun 1, 2013	RelationScene Segmentation	—Unverified	0
A Fully-Connected Layered Model of Foreground and Background Flow	Jun 1, 2013	Motion EstimationScene Segmentation	—Unverified	0

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All datasets SUN-RGBD ScanNet StreetHazards MovieNet UAVid

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	ICM	Mean IoU	50.6	—	Unverified
2	Index Network	Mean IoU	33.48	—	Unverified
3	DeepLab-LargeFOV	Mean IoU	32.08	—	Unverified
4	SegNet	Mean IoU	31.84	—	Unverified
5	FCN	Mean IoU	27.39	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	3DMV	Average Accuracy	75	—	Unverified
2	KPConv	3DIoU	68.6	—	Unverified
3	PointNet++	Average Accuracy	60.2	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Mask2Anomaly	Open-mIoU	59.8	—	Unverified
2	LDN121-RPL	Open-mIoU	56.3	—	Unverified
3	LDN121-DenseHybrid	Open-mIoU	45.8	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	NeighborNet	AP	71.9	—	Unverified
2	TranS4mer	AP	60.78	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	UNetFormer	Category mIoU	67.8	—	Unverified