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Segmentation

Papers

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Showing 1501–1550 of 13072 papers

TitleStatusHype
PointDC: Unsupervised Semantic Segmentation of 3D Point Clouds via Cross-Modal Distillation and Super-Voxel ClusteringCode1
MCF: Mutual Correction Framework for Semi-Supervised Medical Image SegmentationCode1
MasQCLIP for Open-Vocabulary Universal Image SegmentationCode1
PartDistillation: Learning Parts From Instance SegmentationCode1
Context-Aware Relative Object Queries To Unify Video Instance and Panoptic SegmentationCode1
Class-incremental Continual Learning for Instance Segmentation with Image-level Weak SupervisionCode1
CauSSL: Causality-inspired Semi-supervised Learning for Medical Image SegmentationCode1
Uni-3D: A Universal Model for Panoptic 3D Scene ReconstructionCode1
VectorFloorSeg: Two-Stream Graph Attention Network for Vectorized Roughcast Floorplan SegmentationCode1
A Simple Framework for Text-Supervised Semantic SegmentationCode1
Zero-Shot Point Cloud Segmentation by Semantic-Visual Aware SynthesisCode1
Multispectral Video Semantic Segmentation: A Benchmark Dataset and BaselineCode1
Temporal Consistent 3D LiDAR Representation Learning for Semantic Perception in Autonomous DrivingCode1
Towards Reliable Medical Image Segmentation by utilizing Evidential Calibrated UncertaintyCode1
Video Object Segmentation-aware Video Frame InterpolationCode1
Proximal Splitting Adversarial Attack for Semantic SegmentationCode1
Pseudo-Label Guided Contrastive Learning for Semi-Supervised Medical Image SegmentationCode1
WaterMask: Instance Segmentation for Underwater ImageryCode1
Foreground-Background Separation through Concept Distillation from Generative Image Foundation ModelsCode1
Boundary-Enhanced Co-Training for Weakly Supervised Semantic SegmentationCode1
End-to-End Video Matting With Trimap PropagationCode1
PanDepth: Joint Panoptic Segmentation and Depth CompletionCode1
Push-the-Boundary: Boundary-aware Feature Propagation for Semantic Segmentation of 3D Point CloudsCode1
On Calibrating Semantic Segmentation Models: Analyses and An AlgorithmCode1
DuAT: Dual-Aggregation Transformer Network for Medical Image SegmentationCode1
UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation PipelineCode1
Which Pixel to Annotate: a Label-Efficient Nuclei Segmentation FrameworkCode1
Segmentation Ability Map: Interpret deep features for medical image segmentationCode1
Context Label Learning: Improving Background Class Representations in Semantic SegmentationCode1
EM-Paste: EM-guided Cut-Paste with DALL-E Augmentation for Image-level Weakly Supervised Instance SegmentationCode1
Two-stage Contextual Transformer-based Convolutional Neural Network for Airway Extraction from CT ImagesCode1
DA Wand: Distortion-Aware Selection using Neural Mesh ParameterizationCode1
GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group PropagationCode1
DeepCut: Unsupervised Segmentation using Graph Neural Networks ClusteringCode1
YoloCurvSeg: You Only Label One Noisy Skeleton for Vessel-style Curvilinear Structure SegmentationCode1
Open Vocabulary Semantic Segmentation with Patch Aligned Contrastive LearningCode1
EPCL: Frozen CLIP Transformer is An Efficient Point Cloud EncoderCode1
Latent Graph Representations for Critical View of Safety AssessmentCode1
BoxPolyp:Boost Generalized Polyp Segmentation Using Extra Coarse Bounding Box AnnotationsCode1
X-Paste: Revisiting Scalable Copy-Paste for Instance Segmentation using CLIP and StableDiffusionCode1
MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality MicroscopyCode1
LWSIS: LiDAR-guided Weakly Supervised Instance Segmentation for Autonomous DrivingCode1
Iterative Next Boundary Detection for Instance Segmentation of Tree Rings in Microscopy Images of Shrub Cross SectionsCode1
Med-Query: Steerable Parsing of 9-DoF Medical Anatomies with Query EmbeddingCode1
LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentationCode1
Mask Matching Transformer for Few-Shot SegmentationCode1
SASFormer: Transformers for Sparsely Annotated Semantic SegmentationCode1
CBNet: A Plug-and-Play Network for Segmentation-Based Scene Text DetectionCode1
PartSLIP: Low-Shot Part Segmentation for 3D Point Clouds via Pretrained Image-Language ModelsCode1
Learning to Generate Text-grounded Mask for Open-world Semantic Segmentation from Only Image-Text PairsCode1
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified