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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 191–200 of 283 papers

Title	Date	Tasks	Status	Hype	Score
Attention Discriminant Sampling for Point Clouds	Jan 1, 2023	object-detectionObject Detection	—Unverified	0	0
Automatic video scene segmentation based on spatial-temporal clues and rhythm	Dec 15, 2014	RetrievalRhythm	—Unverified	0	0
Autonomous Marker-less Rapid Aerial Grasping	Nov 23, 2022	ObjectObject Localization	—Unverified	0	0
Activation-wise Propagation: A Universal Strategy to Break Timestep Constraints in Spiking Neural Networks for 3D Data Processing	Feb 18, 2025	Action RecognitionAutonomous Driving	—Unverified	0	0
Scene-Segmentation-Based Exposure Compensation for Tone Mapping of High Dynamic Range Scenes	Oct 21, 2024	Multi-Exposure Image FusionScene Segmentation	—Unverified	0	0
Transformer-based Flood Scene Segmentation for Developing Countries	Oct 9, 2022	Disaster ResponseFlooded Building Segmentation	—Unverified	0	0
Boundary-aware Pre-training for Video Scene Segmentation	Sep 29, 2021	Scene SegmentationSelf-Supervised Learning	—Unverified	0	0
Segment3D: Learning Fine-Grained Class-Agnostic 3D Segmentation without Manual Labels	Dec 28, 2023	Image SegmentationScene Segmentation	—Unverified	0	0
Cataract-1K: Cataract Surgery Dataset for Scene Segmentation, Phase Recognition, and Irregularity Detection	Dec 11, 2023	BenchmarkingDomain Adaptation	—Unverified	0	0
Segmenting Scenes by Matching Image Composites	Dec 1, 2009	Scene SegmentationSegmentation	—Unverified	0	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