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Segmentation

Papers

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Showing 901–950 of 13072 papers

TitleStatusHype
ParaTransCNN: Parallelized TransCNN Encoder for Medical Image SegmentationCode1
Inconsistency Masks: Removing the Uncertainty from Input-Pseudo-Label PairsCode1
Tissue Cross-Section and Pen Marking Segmentation in Whole Slide ImagesCode1
CIS-UNet: Multi-Class Segmentation of the Aorta in Computed Tomography Angiography via Context-Aware Shifted Window Self-AttentionCode1
Semantic Prompt Learning for Weakly-Supervised Semantic SegmentationCode1
Exploring Simple Open-Vocabulary Semantic SegmentationCode1
SFC: Shared Feature Calibration in Weakly Supervised Semantic SegmentationCode1
A Novel Benchmark for Few-Shot Semantic Segmentation in the Era of Foundation ModelsCode1
CT Liver Segmentation via PVT-based Encoding and Refined DecodingCode1
SymTC: A Symbiotic Transformer-CNN Net for Instance Segmentation of Lumbar Spine MRICode1
SAMF: Small-Area-Aware Multi-focus Image Fusion for Object DetectionCode1
BoNuS: Boundary Mining for Nuclei Segmentation with Partial Point LabelsCode1
UMG-CLIP: A Unified Multi-Granularity Vision Generalist for Open-World UnderstandingCode1
MatSAM: Efficient Extraction of Microstructures of Materials via Visual Large ModelCode1
MapAI: Precision in Building SegmentationCode1
Primitive Geometry Segment Pre-training for 3D Medical Image SegmentationCode1
Leveraging SAM for Single-Source Domain Generalization in Medical Image SegmentationCode1
S3Net: Innovating Stereo Matching and Semantic Segmentation with a Single-Branch Semantic Stereo Network in Satellite Epipolar ImageryCode1
Off-Road LiDAR Intensity Based Semantic SegmentationCode1
ShapeMatcher: Self-Supervised Joint Shape Canonicalization Segmentation Retrieval and DeformationCode1
Bi-level Learning of Task-Specific Decoders for Joint Registration and One-Shot Medical Image SegmentationCode1
1st Place Solution for 5th LSVOS Challenge: Referring Video Object SegmentationCode1
LASO: Language-guided Affordance Segmentation on 3D ObjectCode1
Progress-Aware Online Action Segmentation for Egocentric Procedural Task VideosCode1
Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincare BallCode1
SAR-RARP50: Segmentation of surgical instrumentation and Action Recognition on Robot-Assisted Radical Prostatectomy ChallengeCode1
Benchmarking the CoW with the TopCoW Challenge: Topology-Aware Anatomical Segmentation of the Circle of Willis for CTA and MRACode1
Amodal Ground Truth and Completion in the WildCode1
Semantic-aware SAM for Point-Prompted Instance SegmentationCode1
PointCT: Point Central Transformer Network for Weakly-supervised Point Cloud Semantic SegmentationCode1
Benefit from public unlabeled data: A Frangi filtering-based pretraining network for 3D cerebrovascular segmentationCode1
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
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
DVIS++: Improved Decoupled Framework for Universal Video SegmentationCode1
Mask Grounding for Referring Image SegmentationCode1
SoftCTM: Cell detection by soft instance segmentation and consideration of cell-tissue interactionCode1
Rotated Multi-Scale Interaction Network for Referring Remote Sensing Image SegmentationCode1
The Endoscapes Dataset for Surgical Scene Segmentation, Object Detection, and Critical View of Safety Assessment: Official Splits and BenchmarkCode1
AutoVisual Fusion Suite: A Comprehensive Evaluation of Image Segmentation and Voice Conversion Tools on HuggingFace PlatformCode1
SegRap2023: A Benchmark of Organs-at-Risk and Gross Tumor Volume Segmentation for Radiotherapy Planning of Nasopharyngeal CarcinomaCode1
Collaborating Foundation Models for Domain Generalized Semantic SegmentationCode1
Multi-stage Learning for Radar Pulse Activity SegmentationCode1
GSVA: Generalized Segmentation via Multimodal Large Language ModelsCode1
Achelous++: Power-Oriented Water-Surface Panoptic Perception Framework on Edge Devices based on Vision-Radar Fusion and Pruning of Heterogeneous ModalitiesCode1
Interfacing Foundation Models' EmbeddingsCode1
SemiSAM: Enhancing Semi-Supervised Medical Image Segmentation via SAM-Assisted Consistency RegularizationCode1
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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