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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 51–60 of 283 papers

Title	Date	Tasks	Status	Hype	Score
Context Prior for Scene Segmentation	Apr 3, 2020	Scene SegmentationScene Understanding	CodeCode Available	1	5
A Shared Representation for Photorealistic Driving Simulators	Dec 9, 2021	Autonomous VehiclesImage Generation	CodeCode Available	1	5
2018 Robotic Scene Segmentation Challenge	Jan 30, 2020	Scene SegmentationSegmentation	CodeCode Available	1	5
Panoptic Segmentation	Jan 3, 2018	Image SegmentationInstance Segmentation	CodeCode Available	1	5
DSPoint: Dual-scale Point Cloud Recognition with High-frequency Fusion	Nov 19, 2021	3D Part Segmentation3D Point Cloud Classification	CodeCode Available	1	5
Mesh Convolution with Continuous Filters for 3D Surface Parsing	Dec 3, 2021	GPUScene Parsing	CodeCode Available	1	5
FPConv: Learning Local Flattening for Point Convolution	Feb 25, 2020	3D Object ClassificationScene Segmentation	CodeCode Available	1	5
FTNet: Feature Transverse Network for Thermal Image Semantic Segmentation	Oct 26, 2021	BenchmarkingScene Segmentation	CodeCode Available	1	5
Fusion-Aware Point Convolution for Online Semantic 3D Scene Segmentation	Mar 13, 2020	RGB-D ReconstructionScene Segmentation	CodeCode Available	1	5
Neighbor Relations Matter in Video Scene Detection	Jan 1, 2024	Scene Segmentation	CodeCode Available	1	5

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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