SOTAVerified

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

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Showing 51–100 of 283 papers

TitleStatusHype
KPConv: Flexible and Deformable Convolution for Point CloudsCode1
A Shared Representation for Photorealistic Driving SimulatorsCode1
VSTAR: A Video-grounded Dialogue Dataset for Situated Semantic Understanding with Scene and Topic TransitionsCode1
CondNet: Conditional Classifier for Scene SegmentationCode1
FIFO: Learning Fog-invariant Features for Foggy Scene SegmentationCode1
Learning Physical Graph Representations from Visual ScenesCode1
Self-positioning Point-based Transformer for Point Cloud UnderstandingCode1
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image SegmentationCode1
CD-COCO: A Versatile Complex Distorted COCO Database for Scene-Context-Aware Computer VisionCode1
Exploring Intra- and Inter-Video Relation for Surgical Semantic Scene SegmentationCode1
Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene SegmentationCode1
Mesh Convolution with Continuous Filters for 3D Surface ParsingCode1
DenseHybrid: Hybrid Anomaly Detection for Dense Open-set RecognitionCode1
2018 Robotic Scene Segmentation ChallengeCode1
Diffusion Unit: Interpretable Edge Enhancement and Suppression Learning for 3D Point Cloud SegmentationCode1
Fusion-Aware Point Convolution for Online Semantic 3D Scene SegmentationCode1
A Local-to-Global Approach to Multi-modal Movie Scene SegmentationCode1
FTNet: Feature Transverse Network for Thermal Image Semantic SegmentationCode1
Bird's-Eye-View Panoptic Segmentation Using Monocular Frontal View ImagesCode1
Double Domain Guided Real-Time Low-Light Image Enhancement for Ultra-High-Definition Transportation SurveillanceCode1
BitQ: Tailoring Block Floating Point Precision for Improved DNN Efficiency on Resource-Constrained DevicesCode1
DSPoint: Dual-scale Point Cloud Recognition with High-frequency FusionCode1
AdaptiveSAM: Towards Efficient Tuning of SAM for Surgical Scene SegmentationCode1
DualConvMesh-Net: Joint Geodesic and Euclidean Convolutions on 3D MeshesCode1
Query3D: LLM-Powered Open-Vocabulary Scene Segmentation with Language Embedded 3D GaussianCode1
The Coralscapes Dataset: Semantic Scene Understanding in Coral ReefsCode1
Efficient Movie Scene Detection using State-Space TransformersCode1
Boundary-aware Self-supervised Learning for Video Scene SegmentationCode1
Image2Point: 3D Point-Cloud Understanding with 2D Image Pretrained ModelsCode1
Panoptic SegmentationCode1
Deep intra-operative illumination calibration of hyperspectral cameras—0
DAR-Net: Dynamic Aggregation Network for Semantic Scene Segmentation—0
DA-BEV: Unsupervised Domain Adaptation for Bird's Eye View Perception—0
CycleSAM: One-Shot Surgical Scene Segmentation using Cycle-Consistent Feature Matching to Prompt SAM—0
Autonomous Marker-less Rapid Aerial Grasping—0
A Fully-Connected Layered Model of Foreground and Background Flow—0
CROVIA: Seeing Drone Scenes from Car Perspective via Cross-View Adaptation—0
Cross-CBAM: A Lightweight network for Scene Segmentation—0
Automatic video scene segmentation based on spatial-temporal clues and rhythm—0
Aerial-PASS: Panoramic Annular Scene Segmentation in Drone Videos—0
Learning Segmented 3D Gaussians via Efficient Feature Unprojection for Zero-shot Neural Scene Segmentation—0
Active Self-Training for Weakly Supervised 3D Scene Semantic Segmentation—0
Individuation of 3D perceptual units from neurogeometry of binocular cells—0
Indoor Point Cloud Segmentation Using Iterative Gaussian Mapping and Improved Model Fitting—0
Multimodal Fusion and Coherence Modeling for Video Topic Segmentation—0
Attention Discriminant Sampling for Point Clouds—0
Improved Convex Decomposition with Ensembling and Boolean Primitives—0
Contrastive Gaussian Clustering: Weakly Supervised 3D Scene Segmentation—0
Arthroscopic Multi-Spectral Scene Segmentation Using Deep Learning—0
A Domain Agnostic Normalization Layer for Unsupervised Adversarial Domain Adaptation—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ICMMean IoU50.6—Unverified
2Index NetworkMean IoU33.48—Unverified
3DeepLab-LargeFOVMean IoU32.08—Unverified
4SegNetMean IoU31.84—Unverified
5FCNMean IoU27.39—Unverified
#ModelMetricClaimedVerifiedStatus
13DMVAverage Accuracy75—Unverified
2KPConv3DIoU68.6—Unverified
3PointNet++Average Accuracy60.2—Unverified
#ModelMetricClaimedVerifiedStatus
1Mask2AnomalyOpen-mIoU59.8—Unverified
2LDN121-RPLOpen-mIoU56.3—Unverified
3LDN121-DenseHybridOpen-mIoU45.8—Unverified
#ModelMetricClaimedVerifiedStatus
1NeighborNetAP71.9—Unverified
2TranS4merAP60.78—Unverified
#ModelMetricClaimedVerifiedStatus
1UNetFormerCategory mIoU67.8—Unverified