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Segmentation

Papers

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Showing 2601–2650 of 13072 papers

TitleStatusHype
Collaborative Video Object Segmentation by Multi-Scale Foreground-Background IntegrationCode1
EllSeg: An Ellipse Segmentation Framework for Robust Gaze TrackingCode1
LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentationCode1
Embedding-based Instance Segmentation in MicroscopyCode1
ASFormer: Transformer for Action SegmentationCode1
Leveraging Labelled Data Knowledge: A Cooperative Rectification Learning Network for Semi-supervised 3D Medical Image SegmentationCode1
BoxSnake: Polygonal Instance Segmentation with Box SupervisionCode1
Semi-supervised semantic segmentation needs strong, varied perturbationsCode1
ASF-YOLO: A Novel YOLO Model with Attentional Scale Sequence Fusion for Cell Instance SegmentationCode1
Color Invariant Skin SegmentationCode1
A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision TransformersCode1
PDAM: A Panoptic-Level Feature Alignment Framework for Unsupervised Domain Adaptive Instance Segmentation in Microscopy ImagesCode1
A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data AugmentationCode1
Encoder-Decoder Architectures for Clinically Relevant Coronary Artery SegmentationCode1
BoxShrink: From Bounding Boxes to Segmentation MasksCode1
COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image SegmentationCode1
A Simple Framework for Text-Supervised Semantic SegmentationCode1
End-to-End Referring Video Object Segmentation with Multimodal TransformersCode1
BoxPolyp:Boost Generalized Polyp Segmentation Using Extra Coarse Bounding Box AnnotationsCode1
Combinatorial Optimization for Panoptic Segmentation: A Fully Differentiable ApproachCode1
End-to-End Streaming Video Temporal Action Segmentation with Reinforce LearningCode1
End-to-end Trainable Deep Neural Network for Robotic Grasp Detection and Semantic Segmentation from RGBCode1
Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image SegmentationCode1
Learning with Explicit Shape Priors for Medical Image SegmentationCode1
Conservative-Progressive Collaborative Learning for Semi-supervised Semantic SegmentationCode1
Learning with Noisy Class Labels for Instance SegmentationCode1
Combining Self-Training and Hybrid Architecture for Semi-supervised Abdominal Organ SegmentationCode1
Enhanced Boundary Learning for Glass-like Object SegmentationCode1
CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and CountingCode1
Perspective+ Unet: Enhancing Segmentation with Bi-Path Fusion and Efficient Non-Local Attention for Superior Receptive FieldsCode1
Learning What to Learn for Video Object SegmentationCode1
Enhancement of Retinal Fundus Images via Pixel Color AmplificationCode1
Phoneme Segmentation Using Self-Supervised Speech ModelsCode1
Enhancing 6-DoF Object Pose Estimation through Multiple Modality Fusion: A Hybrid CNN Architecture with Cross-Layer and Cross-Modal IntegrationCode1
Physical Accuracy of Deep Neural Networks for 2D and 3D Multi-Mineral Segmentation of Rock micro-CT ImagesCode1
Enhancing Boundary Segmentation for Topological Accuracy with Skeleton-based MethodsCode1
Pick the Best Pre-trained Model: Towards Transferability Estimation for Medical Image SegmentationCode1
PiClick: Picking the desired mask from multiple candidates in click-based interactive segmentationCode1
Learning Whole-Slide Segmentation from Inexact and Incomplete Labels using Tissue GraphsCode1
Learning with Weak Annotations for Robust Maritime Obstacle DetectionCode1
Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance SegmentationCode1
Pixel-wise Anomaly Detection in Complex Driving ScenesCode1
Placing Objects in Context via Inpainting for Out-of-distribution SegmentationCode1
Commonality-Parsing Network across Shape and Appearance for Partially Supervised Instance SegmentationCode1
Enhancing MR Image Segmentation with Realistic Adversarial Data AugmentationCode1
Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion ApproachCode1
Enhancing surgical instrument segmentation: integrating vision transformer insights with adapterCode1
Enhancing Weakly Supervised 3D Medical Image Segmentation through Probabilistic-aware LearningCode1
PLOP: Learning without Forgetting for Continual Semantic SegmentationCode1
LENet: Lightweight And Efficient LiDAR Semantic Segmentation Using Multi-Scale Convolution AttentionCode1
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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