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Segmentation

Papers

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Showing 701–750 of 13072 papers

TitleStatusHype
Training-Free Condition Video Diffusion Models for single frame Spatial-Semantic Echocardiogram SynthesisCode1
Evaluation of Segment Anything Model 2: The Role of SAM2 in the Underwater EnvironmentCode1
Interactive 3D Medical Image Segmentation with SAM 2Code1
AMAES: Augmented Masked Autoencoder Pretraining on Public Brain MRI Data for 3D-Native SegmentationCode1
WAS: Dataset and Methods for Artistic Text SegmentationCode1
3D-GRES: Generalized 3D Referring Expression SegmentationCode1
Yucca: A Deep Learning Framework For Medical Image AnalysisCode1
Unsupervised Training of Neural Cellular Automata on Edge DevicesCode1
CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image SegmentationCode1
LKCell: Efficient Cell Nuclei Instance Segmentation with Large Convolution KernelsCode1
DINOv2 Rocks Geological Image Analysis: Classification, Segmentation, and InterpretabilityCode1
Embedding-Free Transformer with Inference Spatial Reduction for Efficient Semantic SegmentationCode1
EffiSegNet: Gastrointestinal Polyp Segmentation through a Pre-Trained EfficientNet-based Network with a Simplified DecoderCode1
Mamba meets crack segmentationCode1
Representing Topological Self-Similarity Using Fractal Feature Maps for Accurate Segmentation of Tubular StructuresCode1
MeshSegmenter: Zero-Shot Mesh Semantic Segmentation via Texture SynthesisCode1
ViLLa: Video Reasoning Segmentation with Large Language ModelCode1
Progressive Proxy Anchor Propagation for Unsupervised Semantic SegmentationCode1
Dual-level Adaptive Self-Labeling for Novel Class Discovery in Point Cloud SegmentationCode1
FastSAM-3DSlicer: A 3D-Slicer Extension for 3D Volumetric Segment Anything Model with Uncertainty QuantificationCode1
Latent Diffusion for Medical Image Segmentation: End to end learning for fast sampling and accuracyCode1
Exploring Deeper! Segment Anything Model with Depth Perception for Camouflaged Object DetectionCode1
Mitigating Background Shift in Class-Incremental Semantic SegmentationCode1
SegSTRONG-C: Segmenting Surgical Tools Robustly On Non-adversarial Generated Corruptions -- An EndoVis'24 ChallengeCode1
Stepping Stones: A Progressive Training Strategy for Audio-Visual Semantic SegmentationCode1
Finding Meaning in Points: Weakly Supervised Semantic Segmentation for Event CamerasCode1
Deep ContourFlow: Advancing Active Contours with Deep LearningCode1
Visual Prompt Selection for In-Context Learning SegmentationCode1
RAPiD-Seg: Range-Aware Pointwise Distance Distribution Networks for 3D LiDAR SegmentationCode1
Part2Object: Hierarchical Unsupervised 3D Instance SegmentationCode1
WPS-SAM: Towards Weakly-Supervised Part Segmentation with Foundation ModelsCode1
3D Weakly Supervised Semantic Segmentation with 2D Vision-Language GuidanceCode1
Explore the Potential of CLIP for Training-Free Open Vocabulary Semantic SegmentationCode1
ActionVOS: Actions as Prompts for Video Object SegmentationCode1
Interactive Segmentation Model for Placenta Segmentation from 3D Ultrasound imagesCode1
Swin SMT: Global Sequential Modeling in 3D Medical Image SegmentationCode1
Pseudo-RIS: Distinctive Pseudo-supervision Generation for Referring Image SegmentationCode1
Weakly-supervised Medical Image Segmentation with Gaze AnnotationsCode1
ProtoSAM: One-Shot Medical Image Segmentation With Foundational ModelsCode1
General and Task-Oriented Video SegmentationCode1
CaRe-Ego: Contact-aware Relationship Modeling for Egocentric Interactive Hand-object SegmentationCode1
Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image SegmentationCode1
Efficient Betti Matching Enables Topology-Aware 3D Segmentation via Persistent HomologyCode1
Beyond Pixels: Semi-Supervised Semantic Segmentation with a Multi-scale Patch-based Multi-Label ClassifierCode1
An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate SegmentationCode1
Occlusion-Aware Seamless SegmentationCode1
HRSAM: Efficient Interactive Segmentation in High-Resolution ImagesCode1
CSFNet: A Cosine Similarity Fusion Network for Real-Time RGB-X Semantic Segmentation of Driving ScenesCode1
ASPS: Augmented Segment Anything Model for Polyp SegmentationCode1
SimTxtSeg: Weakly-Supervised Medical Image Segmentation with Simple Text CuesCode1
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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