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Segmentation

Papers

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Showing 2301–2350 of 13072 papers

TitleStatusHype
Deep Learning based Food Instance Segmentation using Synthetic DataCode1
Exploring Robustness of Unsupervised Domain Adaptation in Semantic SegmentationCode1
Deep Learning for Musical Form: Recognition and AnalysisCode1
Brain Tumor Segmentation and Radiomics Survival Prediction: Contribution to the BRATS 2017 ChallengeCode1
CAT-Net: A Cross-Slice Attention Transformer Model for Prostate Zonal Segmentation in MRICode1
Deep Learning Based Brain Tumor Segmentation: A SurveyCode1
Extending CAM-based XAI methods for Remote Sensing Imagery SegmentationCode1
CausalCLIPSeg: Unlocking CLIP's Potential in Referring Medical Image Segmentation with Causal InterventionCode1
Extraction of volumetric indices from echocardiography: which deep learning solution for clinical use?Code1
Causality-inspired Single-source Domain Generalization for Medical Image SegmentationCode1
Deep Learning-Based Concurrent Brain Registration and Tumor SegmentationCode1
Causal Unsupervised Semantic SegmentationCode1
Anti-aliasing Semantic Reconstruction for Few-Shot Semantic SegmentationCode1
CauSSL: Causality-inspired Semi-supervised Learning for Medical Image SegmentationCode1
Uncertainty-based graph convolutional networks for organ segmentation refinementCode1
CLFT: Camera-LiDAR Fusion Transformer for Semantic Segmentation in Autonomous DrivingCode1
An Uncertainty-Driven GCN Refinement Strategy for Organ SegmentationCode1
CBNet: A Plug-and-Play Network for Segmentation-Based Scene Text DetectionCode1
Deep learning in magnetic resonance prostate segmentation: A review and a new perspectiveCode1
False Negative/Positive Control for SAM on Noisy Medical ImagesCode1
Deep Gradient Learning for Efficient Camouflaged Object DetectionCode1
FAPIS: A Few-shot Anchor-free Part-based Instance SegmenterCode1
CC-Net: Image Complexity Guided Network Compression for Biomedical Image SegmentationCode1
Advanced Deep Networks for 3D Mitochondria Instance SegmentationCode1
Fashionformer: A simple, Effective and Unified Baseline for Human Fashion Segmentation and RecognitionCode1
CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image SegmentationCode1
Deep Instruction Tuning for Segment Anything ModelCode1
Deeper or Wider Networks of Point Clouds with Self-attention?Code1
Fast Point TransformerCode1
FastSAM-3DSlicer: A 3D-Slicer Extension for 3D Volumetric Segment Anything Model with Uncertainty QuantificationCode1
CEKD: Cross-Modal Edge-Privileged Knowledge Distillation for Semantic Scene Understanding Using Only Thermal ImagesCode1
Fast Video Object Segmentation using the Global Context ModuleCode1
CGA-Net: Category Guided Aggregation for Point Cloud Semantic SegmentationCode1
Deep Interactive Learning-based ovarian cancer segmentation of H&E-stained whole slide images to study morphological patterns of BRCA mutationCode1
Deep-learning in the bioimaging wild: Handling ambiguous data with deepflash2Code1
CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-FreeCode1
Feature Pyramid Network for Multi-Class Land SegmentationCode1
CellSeg1: Robust Cell Segmentation with One Training ImageCode1
FEDD -- Fair, Efficient, and Diverse Diffusion-based Lesion Segmentation and Malignancy ClassificationCode1
FedDrive v2: an Analysis of the Impact of Label Skewness in Federated Semantic Segmentation for Autonomous DrivingCode1
Deep ContourFlow: Advancing Active Contours with Deep LearningCode1
Federated nnU-Net for Privacy-Preserving Medical Image SegmentationCode1
Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentationCode1
Fed-MUnet: Multi-modal Federated Unet for Brain Tumor SegmentationCode1
Few-Shot Domain Adaptation with Polymorphic TransformersCode1
Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical TransformerCode1
Deep 3D Vessel Segmentation based on Cross Transformer NetworkCode1
A Deep Attentive Convolutional Neural Network for Automatic Cortical Plate Segmentation in Fetal MRICode1
CellVTA: Enhancing Vision Foundation Models for Accurate Cell Segmentation and ClassificationCode1
Deep Active Learning for Axon-Myelin Segmentation on Histology DataCode1
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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