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Segmentation

Papers

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Showing 1551–1600 of 13072 papers

TitleStatusHype
Rethinking Video Segmentation with Masked Video Consistency: Did the Model Learn as Intended?—0
LSVOS Challenge 3rd Place Report: SAM2 and Cutie based VOS—0
PolypDB: A Curated Multi-Center Dataset for Development of AI Algorithms in ColonoscopyCode1
Stream-Based Ground Segmentation for Real-Time LiDAR Point Cloud Processing on FPGA—0
Accelerating Point Cloud Ground Segmentation: From Mechanical to Solid-State LidarsCode0
Detecting Wildfires on UAVs with Real-time Segmentation Trained by Larger Teacher Models—0
SAM-UNet:Enhancing Zero-Shot Segmentation of SAM for Universal Medical ImagesCode1
Long-Tail Temporal Action Segmentation with Group-wise Temporal Logit AdjustmentCode1
TESL-Net: A Transformer-Enhanced CNN for Accurate Skin Lesion Segmentation—0
Enforcing View-Consistency in Class-Agnostic 3D Segmentation Fields—0
3D-Aware Instance Segmentation and Tracking in Egocentric Videos—0
LNQ 2023 challenge: Benchmark of weakly-supervised techniques for mediastinal lymph node quantification—0
Segment-Anything Models Achieve Zero-shot Robustness in Autonomous DrivingCode0
Towards a Benchmark for Colorectal Cancer Segmentation in Endorectal Ultrasound Videos: Dataset and Model Development—0
Weakly Supervised Pretraining and Multi-Annotator Supervised Finetuning for Facial Wrinkle Detection—0
Facial Wrinkle Segmentation for Cosmetic Dermatology: Pretraining with Texture Map-Based Weak SupervisionCode1
Detecting Adversarial Attacks in Semantic Segmentation via Uncertainty Estimation: A Deep Analysis—0
Video Object Segmentation via SAM 2: The 4th Solution for LSVOS Challenge VOS Track—0
Imbalance-Aware Culvert-Sewer Defect Segmentation Using an Enhanced Feature Pyramid Network—0
OVOSE: Open-Vocabulary Semantic Segmentation in Event-Based CamerasCode0
Retina-Inspired Object Motion Segmentation for Event-Cameras—0
MedMAP: Promoting Incomplete Multi-modal Brain Tumor Segmentation with Alignment—0
Segment Anything with Multiple ModalitiesCode2
MaskBEV: Towards A Unified Framework for BEV Detection and Map Segmentation—0
Depth-guided Texture Diffusion for Image Semantic Segmentation—0
Retrieval-augmented Few-shot Medical Image Segmentation with Foundation Models—0
SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image SegmentationCode3
MM-UNet: A Mixed MLP Architecture for Improved Ophthalmic Image Segmentation—0
Tuning a SAM-Based Model with Multi-Cognitive Visual Adapter to Remote Sensing Instance Segmentation—0
5%>100%: Breaking Performance Shackles of Full Fine-Tuning on Visual Recognition TasksCode3
Towards Flexible Visual Relationship Segmentation—0
Surgical SAM 2: Real-time Segment Anything in Surgical Video by Efficient Frame PruningCode2
PI-Att: Topology Attention for Segmentation Networks through Adaptive Persistence Image Representation—0
Robust Semi-supervised Multimodal Medical Image Segmentation via Cross Modality CollaborationCode2
MetaSeg: MetaFormer-based Global Contexts-aware Network for Efficient Semantic SegmentationCode1
Perspectives: Comparison of Deep Learning Segmentation Models on Biophysical and Biomedical DataCode0
Improved 3D Whole Heart Geometry from Sparse CMR SlicesCode0
Ensemble architecture in polyp segmentationCode0
Enhancing Autonomous Vehicle Perception in Adverse Weather through Image Augmentation during Semantic Segmentation TrainingCode0
Costal Cartilage Segmentation with Topology Guided Deformable Mamba: Method and Benchmark—0
Segment Using Just One Example—0
ReCLIP++: Learn to Rectify the Bias of CLIP for Unsupervised Semantic SegmentationCode2
InfLocNet: Enhanced Lung Infection Localization and Disease Detection from Chest X-Ray Images Using Lightweight Deep Learning—0
Zero-shot 3D Segmentation of Abdominal Organs in CT Scans Using Segment Anything Model 2: Adapting Video Tracking Capabilities for 3D Medical Imaging—0
Polyp SAM 2: Advancing Zero shot Polyp Segmentation in Colorectal Cancer DetectionCode1
Correlation Weighted Prototype-based Self-Supervised One-Shot Segmentation of Medical Images—0
Enhancing 3D Transformer Segmentation Model for Medical Image with Token-level Representation LearningCode0
From SAM to SAM 2: Exploring Improvements in Meta's Segment Anything Model—0
Performance Evaluation of YOLOv8 Model Configurations, for Instance Segmentation of Strawberry Fruit Development Stages in an Open Field Environment—0
MacFormer: Semantic Segmentation with Fine Object Boundaries—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