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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 141–150 of 283 papers

Title	Date	Tasks	Status	Hype
Learning Content-enhanced Mask Transformer for Domain Generalized Urban-Scene Segmentation	Jul 1, 2023	DecoderDomain Adaptation	CodeCode Available	0
MOVES: Movable and Moving LiDAR Scene Segmentation in Label-Free settings using Static Reconstruction	Jun 26, 2023	Autonomous NavigationScene Segmentation	—Unverified	0
Cross-CBAM: A Lightweight network for Scene Segmentation	Jun 4, 2023	Edge-computingReal-Time Semantic Segmentation	—Unverified	0
SSS3D: Fast Neural Architecture Search For Efficient Three-Dimensional Semantic Segmentation	Apr 21, 2023	Neural Architecture SearchScene Segmentation	—Unverified	0
CROVIA: Seeing Drone Scenes from Car Perspective via Cross-View Adaptation	Apr 14, 2023	Autonomous DrivingScene Segmentation	—Unverified	0
FREDOM: Fairness Domain Adaptation Approach to Semantic Scene Understanding	Apr 4, 2023	Autonomous DrivingDomain Adaptation	CodeCode Available	0
Domain Adaptive Semantic Segmentation by Optimal Transport	Mar 29, 2023	Autonomous DrivingDomain Adaptation	—Unverified	0
Semantic segmentation of surgical hyperspectral images under geometric domain shifts	Mar 20, 2023	Organ SegmentationScene Segmentation	—Unverified	0
Implicit Ray-Transformers for Multi-view Remote Sensing Image Segmentation	Mar 15, 2023	Image SegmentationScene Segmentation	—Unverified	0
Towards Surgical Context Inference and Translation to Gestures	Feb 28, 2023	Image SegmentationScene Segmentation	CodeCode Available	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