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Segmentation

Papers

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Showing 2901–2950 of 13072 papers

TitleStatusHype
Segment3D: Learning Fine-Grained Class-Agnostic 3D Segmentation without Manual Labels—0
LISA++: An Improved Baseline for Reasoning Segmentation with Large Language ModelCode4
Multi-modality Affinity Inference for Weakly Supervised 3D Semantic SegmentationCode0
Mobility and Cost Aware Inference Accelerating Algorithm for Edge Intelligence—0
Semantic-aware SAM for Point-Prompted Instance SegmentationCode1
2D-Guided 3D Gaussian Segmentation—0
SCPMan: Shape Context and Prior Constrained Multi-scale Attention Network for Pancreatic Segmentation—0
SplatMesh: Interactive 3D Segmentation and Editing Using Mesh-Based Gaussian SplattingCode0
Dual-scale Enhanced and Cross-generative Consistency Learning for Semi-supervised Medical Image SegmentationCode0
PULASki: Learning inter-rater variability using statistical distances to improve probabilistic segmentationCode0
UniRef++: Segment Every Reference Object in Spatial and Temporal SpacesCode2
PointCT: Point Central Transformer Network for Weakly-supervised Point Cloud Semantic SegmentationCode1
Prototype-Based Approach for One-Shot Segmentation of Brain Tumors using Few-Shot Learning—0
Benefit from public unlabeled data: A Frangi filtering-based pretraining network for 3D cerebrovascular segmentationCode1
Narrowing the semantic gaps in U-Net with learnable skip connections: The case of medical image segmentationCode2
FoodLMM: A Versatile Food Assistant using Large Multi-modal Model—0
Automated forest inventory: analysis of high-density airborne LiDAR point clouds with 3D deep learningCode1
SurgicalPart-SAM: Part-to-Whole Collaborative Prompting for Surgical Instrument SegmentationCode1
SCUNet++: Swin-UNet and CNN Bottleneck Hybrid Architecture with Multi-Fusion Dense Skip Connection for Pulmonary Embolism CT Image SegmentationCode1
Variance-insensitive and Target-preserving Mask Refinement for Interactive Image Segmentation—0
Dual Attention U-Net with Feature Infusion: Pushing the Boundaries of Multiclass Defect SegmentationCode1
A Semantic Space is Worth 256 Language Descriptions: Make Stronger Segmentation Models with Descriptive PropertiesCode1
Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly DetectionCode1
SLP-Net:An efficient lightweight network for segmentation of skin lesions—0
BEVSeg2TP: Surround View Camera Bird's-Eye-View Based Joint Vehicle Segmentation and Ego Vehicle Trajectory Prediction—0
VSR-Net: Vessel-like Structure Rehabilitation Network with Graph Clustering—0
Multi-task Learning To Improve Semantic Segmentation Of CBCT Scans Using Image Reconstruction—0
Testing the Segment Anything Model on radiology data—0
FedSODA: Federated Cross-assessment and Dynamic Aggregation for Histopathology SegmentationCode0
DVIS++: Improved Decoupled Framework for Universal Video SegmentationCode1
Segmenting Messy Text: Detecting Boundaries in Text Derived from Historical Newspaper Images—0
MetaSegNet: Metadata-collaborative Vision-Language Representation Learning for Semantic Segmentation of Remote Sensing Images—0
Surf-CDM: Score-Based Surface Cold-Diffusion Model For Medical Image Segmentation—0
Unsupervised Segmentation of Colonoscopy Images—0
DDOS: The Drone Depth and Obstacle Segmentation Dataset—0
Rotated Multi-Scale Interaction Network for Referring Remote Sensing Image SegmentationCode1
Jack of All Tasks, Master of Many: Designing General-purpose Coarse-to-Fine Vision-Language Model—0
Active contours driven by local and global intensity fitting energy with application to SAR image segmentation and its fast solvers—0
Mask Grounding for Referring Image SegmentationCode1
All for One, and One for All: UrbanSyn Dataset, the third Musketeer of Synthetic Driving Scenes—0
SMC-NCA: Semantic-guided Multi-level Contrast for Semi-supervised Temporal Action SegmentationCode0
SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete Diffusion ProcessCode2
SoftCTM: Cell detection by soft instance segmentation and consideration of cell-tissue interactionCode1
Towards SAMBA: Segment Anything Model for Brain Tumor Segmentation in Sub-Sharan African Populations—0
Point Cloud Segmentation Using Transfer Learning with RandLA-Net: A Case Study on Urban Areas—0
The Endoscapes Dataset for Surgical Scene Segmentation, Object Detection, and Critical View of Safety Assessment: Official Splits and BenchmarkCode1
SeeBel: Seeing is BelievingCode0
Collaborative Learning for Annotation-Efficient Volumetric MR Image Segmentation—0
Appearance-Based Refinement for Object-Centric Motion Segmentation—0
PlaNet-S: Automatic Semantic Segmentation of Placenta—0
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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