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Segmentation

Papers

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Showing 8251–8300 of 13072 papers

TitleStatusHype
TEyeD: Over 20 million real-world eye images with Pupil, Eyelid, and Iris 2D and 3D Segmentations, 2D and 3D Landmarks, 3D Eyeball, Gaze Vector, and Eye Movement Types—0
A Deep Learning-Based Approach to Extracting Periosteal and Endosteal Contours of Proximal Femur in Quantitative CT Images—0
Learning to Segment Human Body Parts with Synthetically Trained Deep Convolutional NetworksCode1
aura-net : robust segmentation of phase-contrast microscopy images with few annotationsCode0
Tooth Instance Segmentation from Cone-Beam CT Images through Point-based Detection and Gaussian Disentanglement—0
Occluded Video Instance Segmentation: A BenchmarkCode1
Densely Connected Recurrent Residual (Dense R2UNet) Convolutional Neural Network for Segmentation of Lung CT ImagesCode0
Reconstruction and Segmentation of Parallel MR Data using Image Domain DEEP-SLR—0
Segmenting Microcalcifications in Mammograms and its ApplicationsCode0
Multilingual Email ZoningCode0
Co-Seg: An Image Segmentation Framework Against Label Corruption—0
Bilateral attention decoder: A lightweight decoder for real-time semantic segmentation—0
Segmentation of skin lesions and their attributes using Generative Adversarial Networks—0
ObjectAug: Object-level Data Augmentation for Semantic Image Segmentation—0
Belief function-based semi-supervised learning for brain tumor segmentation—0
Neural networks for semantic segmentation of historical city maps: Cross-cultural performance and the impact of figurative diversity—0
Multi-Threshold Attention U-Net (MTAU) based Model for Multimodal Brain Tumor Segmentation in MRI scans—0
Towards Generalising Neural Implicit Representations—0
CEREBRUM‐7T: Fast and Fully Volumetric Brain Segmentation of 7 Tesla MR VolumesCode1
Dense cellular segmentation for EM using 2D–3D neural network ensemblesCode0
Exploring Cross-Image Pixel Contrast for Semantic SegmentationCode1
Bottleneck Transformers for Visual RecognitionCode2
Puzzle-CAM: Improved localization via matching partial and full featuresCode1
Automatic Segmentation of Gross Target Volume of Nasopharynx Cancer using Ensemble of Multiscale Deep Neural Networks with Spatial AttentionCode1
Utilizing Uncertainty Estimation in Deep Learning Segmentation of Fluorescence Microscopy Images with Missing Markers—0
Boosting Segmentation Performance across datasets using histogram specification with application to pelvic bone segmentation—0
Nondiscriminatory Treatment: a straightforward framework for multi-human parsing—0
Leveraging 3D Information in Unsupervised Brain MRI Segmentation—0
Learning-Based Patch-Wise Metal Segmentation with Consistency Check—0
Dense Semantic Forecasting in Video by Joint Regression of Features and Feature Motion—0
AINet+: Advancing Superpixel Segmentation via Cascaded Association Implantation—0
A Survey and Analysis on Automated Glioma Brain Tumor Segmentation and Overall Patient Survival Prediction—0
Global-Local Propagation Network for RGB-D Semantic Segmentation—0
Multi-Structure Deep Segmentation with Shape Priors and Latent Adversarial Regularization—0
3D U-Net for segmentation of COVID-19 associated pulmonary infiltrates using transfer learning: State-of-the-art results on affordable hardware—0
Mask-based Data Augmentation for Semi-supervised Semantic Segmentation—0
Automatic Liver Segmentation from CT Images Using Deep Learning Algorithms: A Comparative StudyCode0
Applications of Deep Learning in Fundus Images: A ReviewCode1
Embedding-based Instance Segmentation in MicroscopyCode1
A new approach to extracting coronary arteries and detecting stenosis in invasive coronary angiograms—0
Image Compression with Encoder-Decoder Matched Semantic SegmentationCode0
Vessel-CAPTCHA: an efficient learning framework for vessel annotation and segmentationCode1
Single Neuron Segmentation using Graph-based Global Reasoning with Auxiliary Skeleton Loss from 3D Optical Microscope Images—0
Automatic Volumetric Segmentation of Additive Manufacturing Defects with 3D U-Net—0
Automatic Cerebral Vessel Extraction in TOF-MRA Using Deep Learning—0
MPASNET: Motion Prior-Aware Siamese Network for Unsupervised Deep Crowd Segmentation in Video Scenes—0
Analyzing Epistemic and Aleatoric Uncertainty for Drusen Segmentation in Optical Coherence Tomography ImagesCode1
SSTVOS: Sparse Spatiotemporal Transformers for Video Object SegmentationCode1
Rethinking Semantic Segmentation Evaluation for Explainability and Model Selection—0
Segmenting Transparent Object in the Wild with TransformerCode1
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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