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Segmentation

Papers

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Showing 501–550 of 13072 papers

TitleStatusHype
MIST: A Simple and Scalable End-To-End 3D Medical Imaging Segmentation FrameworkCode2
Delivering Arbitrary-Modal Semantic SegmentationCode2
Robust Semi-supervised Multimodal Medical Image Segmentation via Cross Modality CollaborationCode2
OBSeg: Accurate and Fast Instance Segmentation Framework Using Segmentation Foundation Models with Oriented Bounding Box PromptsCode2
DDP: Diffusion Model for Dense Visual PredictionCode2
A large annotated medical image dataset for the development and evaluation of segmentation algorithmsCode2
UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation PipelineCode1
Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing FlowCode1
Comprehensive segmentation of deep grey nuclei from structural MRI dataCode1
Stitching, Fine-tuning, Re-training: A SAM-enabled Framework for Semi-supervised 3D Medical Image SegmentationCode1
Learning Hierarchical Image Segmentation For Recognition and By RecognitionCode1
Adaptive Superpixel for Active Learning in Semantic SegmentationCode1
Compositor: Bottom-up Clustering and Compositing for Robust Part and Object SegmentationCode1
Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scansCode1
Prototype-based Incremental Few-Shot Semantic SegmentationCode1
CompNet: Complementary Segmentation Network for Brain MRI ExtractionCode1
Comprehensive framework for evaluation of deep neural networks in detection and quantification of lymphoma from PET/CT images: clinical insights, pitfalls, and observer agreement analysesCode1
Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional NetworksCode1
Complementary consistency semi-supervised learning for 3D left atrial image segmentationCode1
CompFeat: Comprehensive Feature Aggregation for Video Instance SegmentationCode1
Complementary Network with Adaptive Receptive Fields for Melanoma SegmentationCode1
AdaptiveSAM: Towards Efficient Tuning of SAM for Surgical Scene SegmentationCode1
Labeling Neural Representations with Inverse RecognitionCode1
Compete to Win: Enhancing Pseudo Labels for Barely-supervised Medical Image SegmentationCode1
Complementary Patch for Weakly Supervised Semantic SegmentationCode1
Combining Morphological and Histogram based Text Line Segmentation in the OCR ContextCode1
Adaptive Prototype Learning and Allocation for Few-Shot SegmentationCode1
Commonality-Parsing Network across Shape and Appearance for Partially Supervised Instance SegmentationCode1
Affinity Attention Graph Neural Network for Weakly Supervised Semantic SegmentationCode1
3D Arterial Segmentation via Single 2D Projections and Depth Supervision in Contrast-Enhanced CT ImagesCode1
Combining Self-Training and Hybrid Architecture for Semi-supervised Abdominal Organ SegmentationCode1
Comparative study of deep learning methods for the automatic segmentation of lung, lesion and lesion type in CT scans of COVID-19 patientsCode1
Complete Instances Mining for Weakly Supervised Instance SegmentationCode1
Conditional Boundary Loss for Semantic SegmentationCode1
Collaborative Video Object Segmentation by Foreground-Background IntegrationCode1
Collaborating Foundation Models for Domain Generalized Semantic SegmentationCode1
Collaborative Video Object Segmentation by Multi-Scale Foreground-Background IntegrationCode1
Adaptive Multi-scale Online Likelihood Network for AI-assisted Interactive SegmentationCode1
Code-free development and deployment of deep segmentation models for digital pathologyCode1
Color Invariant Skin SegmentationCode1
Learning Local and Global Temporal Contexts for Video Semantic SegmentationCode1
A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language ModelCode1
Coarse to Fine Multi-Resolution Temporal Convolutional NetworkCode1
Adaptive-Mask Fusion Network for Segmentation of Drivable Road and Negative Obstacle With Untrustworthy FeaturesCode1
3rd Place Solution for PVUW2023 VSS Track: A Large Model for Semantic Segmentation on VSPWCode1
Coarse-to-Fine Covid-19 Segmentation via Vision-Language AlignmentCode1
COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image SegmentationCode1
CMUNeXt: An Efficient Medical Image Segmentation Network based on Large Kernel and Skip FusionCode1
CMT-DeepLab: Clustering Mask Transformers for Panoptic SegmentationCode1
CMDA: Cross-Modality Domain Adaptation for Nighttime Semantic SegmentationCode1
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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