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Segmentation

Papers

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Showing 12651–12700 of 13072 papers

TitleStatusHype
MWSIS: Multimodal Weakly Supervised Instance Segmentation with 2D Box Annotations for Autonomous DrivingCode0
APAUNet: Axis Projection Attention UNet for Small Target in 3D Medical SegmentationCode0
CAMEL2: Enhancing weakly supervised learning for histopathology images by incorporating the significance ratioCode0
Anytime, Anywhere, Anyone: Investigating the Feasibility of Segment Anything Model for Crowd-Sourcing Medical Image AnnotationsCode0
Calving fronts and where to find them: a benchmark dataset and methodology for automatic glacier calving front extraction from synthetic aperture radar imageryCode0
Localise to segment: crop to improve organ at risk segmentation accuracyCode0
Accurate Segmentation of Optic Disc And Cup from Multiple Pseudo-labels by Noise-aware LearningCode0
Deep Residual Learning for Instrument Segmentation in Robotic SurgeryCode0
MSEG-VCUQ: Multimodal SEGmentation with Enhanced Vision Foundation Models, Convolutional Neural Networks, and Uncertainty Quantification for High-Speed Video Phase Detection DataCode0
Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic SegmentationCode0
UKAN-EP: Enhancing U-KAN with Efficient Attention and Pyramid Aggregation for 3D Multi-Modal MRI Brain Tumor SegmentationCode0
Local Memory Attention for Fast Video Semantic SegmentationCode0
Calibrating the Dice loss to handle neural network overconfidence for biomedical image segmentationCode0
Calibrate the inter-observer segmentation uncertainty via diagnosis-first principleCode0
Deep Reinforcement Learning for Surgical Gesture Segmentation and ClassificationCode0
LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-trainingCode0
Optimizing Medical Image Segmentation with Advanced Decoder DesignCode0
Improving Neural Language Models by Segmenting, Attending, and Predicting the FutureCode0
Deep Quaternion NetworksCode0
2D Multi-Class Model for Gray and White Matter Segmentation of the Cervical Spinal Cord at 7TCode0
Location-aware Upsampling for Semantic SegmentationCode0
Loci-Segmented: Improving Scene Segmentation LearningCode0
Improving Panoptic Segmentation for Nighttime or Low-Illumination Urban Driving ScenesCode0
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image SegmentationCode0
PARTICLE: Part Discovery and Contrastive Learning for Fine-grained RecognitionCode0
AdLER: Adversarial Training with Label Error Rectification for One-Shot Medical Image SegmentationCode0
A distribution-dependent Mumford-Shah model for unsupervised hyperspectral image segmentationCode0
MSN: Efficient Online Mask Selection Network for Video Instance SegmentationCode0
Adipose Tissue Segmentation in Unlabeled Abdomen MRI using Cross Modality Domain AdaptationCode0
An Underwater Image Semantic Segmentation Method Focusing on Boundaries and a Real Underwater Scene Semantic Segmentation DatasetCode0
Vision-Aware Text Features in Referring Image Segmentation: From Object Understanding to Context UnderstandingCode0
Improving Replay-Based Continual Semantic Segmentation with Smart Data SelectionCode0
CAFS: Class Adaptive Framework for Semi-Supervised Semantic SegmentationCode0
Improving Robustness of Deep Learning Based Knee MRI Segmentation: Mixup and Adversarial Domain AdaptationCode0
AD-GAN: End-to-end Unsupervised Nuclei Segmentation with Aligned Disentangling TrainingCode0
MST: Adaptive Multi-Scale Tokens Guided Interactive SegmentationCode0
Improving Segmentation for Technical Support ProblemsCode0
MS-TCN: Multi-Stage Temporal Convolutional Network for Action SegmentationCode0
DeepPyramid: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery VideosCode0
Deep Placental Vessel Segmentation for Fetoscopic MosaickingCode0
Longitudinal diffusion MRI analysis using Segis-Net: a single-step deep-learning framework for simultaneous segmentation and registrationCode0
Deep Object Co-segmentation via Spatial-Semantic Network ModulationCode0
A novel segmentation dataset for signatures on bank checksCode0
MSTT-199: MRI Dataset for Musculoskeletal Soft Tissue Tumor SegmentationCode0
Deep Object Co-SegmentationCode0
Deep Neural Networks for Anatomical Brain SegmentationCode0
A modular U-Net for automated segmentation of X-ray tomography images in composite materialsCode0
Deep Multimodal Fusion of Data with Heterogeneous Dimensionality via Projective NetworksCode0
CAD-Unet: A Capsule Network-Enhanced Unet Architecture for Accurate Segmentation of COVID-19 Lung Infections from CT ImagesCode0
CACTUSS: Common Anatomical CT-US Space for US examinationsCode0
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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