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Segmentation

Papers

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Showing 9001–9050 of 13072 papers

TitleStatusHype
Segmentation in large-scale cellular electron microscopy with deep learning: A literature survey—0
Exploring 3D U-Net Training Configurations and Post-Processing Strategies for the MICCAI 2023 Kidney and Tumor Segmentation Challenge—0
Exploring and Exploiting Diversity for Image Segmentation—0
Exploring Context with Deep Structured models for Semantic Segmentation—0
Automated Human Claustrum Segmentation using Deep Learning Technologies—0
Automated head and neck tumor segmentation from 3D PET/CT—0
Automated Grain Boundary (GB) Segmentation and Microstructural Analysis in 347H Stainless Steel Using Deep Learning and Multimodal Microscopy—0
Automated Evaluation of Semantic Segmentation Robustness for Autonomous Driving—0
Exploring Deep Learning Methods for Real-Time Surgical Instrument Segmentation in Laparoscopy—0
Exploring DINO: Emergent Properties and Limitations for Synthetic Aperture Radar Imagery—0
Automated skin lesion segmentation using multi-scale feature extraction scheme and dual-attention mechanism—0
Bridging 2D and 3D Segmentation Networks for Computation Efficient Volumetric Medical Image Segmentation: An Empirical Study of 2.5D Solutions—0
Automated Ensemble-Based Segmentation of Adult Brain Tumors: A Novel Approach Using the BraTS AFRICA Challenge Data—0
Multi-Stage Pathological Image Classification using Semantic Segmentation—0
Multi-Stage Segmentation and Cascade Classification Methods for Improving Cardiac MRI Analysis—0
Exploring Fully Convolutional Networks for the Segmentation of Hyperspectral Imaging Applied to Advanced Driver Assistance Systems—0
Exploring Intrinsic Properties of Medical Images for Self-Supervised Binary Semantic Segmentation—0
Abdominal Multi-Organ Segmentation Based on Feature Pyramid Network and Spatial Recurrent Neural Network—0
Exploring Lip Segmentation Techniques in Computer Vision: A Comparative Analysis—0
Automated Detection of Regions of Interest for Brain Perfusion MR Images—0
Panoptic Instance Segmentation on Pigs—0
Exploring Open-Vocabulary Semantic Segmentation without Human Labels—0
Multi-stream 3D FCN with Multi-scale Deep Supervision for Multi-modality Isointense Infant Brain MR Image Segmentation—0
Exploring Optical Flow Inclusion into nnU-Net Framework for Surgical Instrument Segmentation—0
Exploring PCA-based feature representations of image pixels via CNN to enhance food image segmentation—0
A Bayesian Framework For the Local Configuration of Retinal Junctions—0
Automated Detection of Cortical Lesions in Multiple Sclerosis Patients with 7T MRI—0
Exploring Reliable Matching with Phase Enhancement for Night-time Semantic Segmentation—0
Exploring Robustness of Cortical Morphometry in the presence of white matter lesions, using Diffusion Models for Lesion Filling—0
Automated Characterization of Catalytically Active Inclusion Body Production in Biotechnological Screening Systems—0
Exploring SAM Ablations for Enhancing Medical Segmentation in Radiology and Pathology—0
Exploring Segmentation Approaches for Neural Machine Translation of Code-Switched Egyptian Arabic-English Text—0
Deep Feature Fusion for Mitosis Counting—0
Exploring Semantic Segmentation on the DCT Representation—0
Exploring Set Similarity for Dense Self-supervised Representation Learning—0
Automated Cell Structure Extraction for 3D Electron Microscopy by Deep Learning—0
Multi-structure bone segmentation in pediatric MR images with combined regularization from shape priors and adversarial network—0
Exploring Structure-Wise Uncertainty for 3D Medical Image Segmentation—0
Exploring Superpixel Segmentation Methods in the Context of Citizen Science and Deforestation Detection—0
Multi-Structure Deep Segmentation with Shape Priors and Latent Adversarial Regularization—0
Deep Learning based Direct Segmentation Assisted by Deformable Image Registration for Cone-Beam CT based Auto-Segmentation for Adaptive Radiotherapy—0
Exploring the Effects of Data Augmentation for Drivable Area Segmentation—0
Automated Atlas-based Segmentation of Single Coronal Mouse Brain Slices using Linear 2D-2D Registration—0
Exploring the Role of Stress in Bayesian Word Segmentation using Adaptor Grammars—0
Automated analysis of diabetic retinopathy using vessel segmentation maps as inductive bias—0
CANet: Channel Extending and Axial Attention Catching Network for Multi-structure Kidney Segmentation—0
Automated airway segmentation by learning graphical structure—0
Exploring UMAP in hybrid models of entropy-based and representativeness sampling for active learning in biomedical segmentation—0
MedUHIP: Towards Human-In-the-Loop Medical Segmentation—0
Automated 3D Tumor Segmentation using Temporal Cubic PatchGAN (TCuP-GAN)—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