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Segmentation

Papers

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Showing 2451–2500 of 13072 papers

TitleStatusHype
Reviving Iterative Training with Mask Guidance for Interactive SegmentationCode1
Segmentation-Renormalized Deep Feature Modulation for Unpaired Image HarmonizationCode1
Mediastinal lymph nodes segmentation using 3D convolutional neural network ensembles and anatomical priors guidingCode1
Adversarial Segmentation Loss for Sketch ColorizationCode1
D2A U-Net: Automatic Segmentation of COVID-19 Lesions from CT Slices with Dilated Convolution and Dual Attention MechanismCode1
Argmax Flows and Multinomial Diffusion: Learning Categorical DistributionsCode1
Multi-scale GCN-assisted two-stage network for joint segmentation of retinal layers and disc in peripapillary OCT imagesCode1
SwiftNet: Real-time Video Object SegmentationCode1
Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentationCode1
MudrockNet: Semantic Segmentation of Mudrock SEM Images through Deep LearningCode1
Active Boundary Loss for Semantic SegmentationCode1
ABCNet: Attentive Bilateral Contextual Network for Efficient Semantic Segmentation of Fine-Resolution Remote Sensing ImagesCode1
Automatic Segmentation of Organs-at-Risk from Head-and-Neck CT using Separable Convolutional Neural Network with Hard-Region-Weighted LossCode1
Modeling the Probabilistic Distribution of Unlabeled Data forOne-shot Medical Image SegmentationCode1
Learning to Segment Human Body Parts with Synthetically Trained Deep Convolutional NetworksCode1
Occluded Video Instance Segmentation: A BenchmarkCode1
Exploring Cross-Image Pixel Contrast for Semantic SegmentationCode1
CEREBRUM‐7T: Fast and Fully Volumetric Brain Segmentation of 7 Tesla MR VolumesCode1
Automatic Segmentation of Gross Target Volume of Nasopharynx Cancer using Ensemble of Multiscale Deep Neural Networks with Spatial AttentionCode1
Puzzle-CAM: Improved localization via matching partial and full featuresCode1
Applications of Deep Learning in Fundus Images: A ReviewCode1
Embedding-based Instance Segmentation in MicroscopyCode1
Vessel-CAPTCHA: an efficient learning framework for vessel annotation and segmentationCode1
Analyzing Epistemic and Aleatoric Uncertainty for Drusen Segmentation in Optical Coherence Tomography ImagesCode1
SSTVOS: Sparse Spatiotemporal Transformers for Video Object SegmentationCode1
Segmenting Transparent Object in the Wild with TransformerCode1
Channelized Axial Attention for Semantic Segmentation -- Considering Channel Relation within Spatial Attention for Semantic SegmentationCode1
HarDNet-MSEG: A Simple Encoder-Decoder Polyp Segmentation Neural Network that Achieves over 0.9 Mean Dice and 86 FPSCode1
MultiBodySync: Multi-Body Segmentation and Motion Estimation via 3D Scan SynchronizationCode1
U-Noise: Learnable Noise Masks for Interpretable Image SegmentationCode1
Superpixel-based Refinement for Object Proposal GenerationCode1
Learning to Segment Rigid Motions from Two FramesCode1
Global2Local: Efficient Structure Search for Video Action SegmentationCode1
RV-GAN: Segmenting Retinal Vascular Structure in Fundus Photographs using a Novel Multi-scale Generative Adversarial NetworkCode1
CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological ImagesCode1
Superbizarre Is Not Superb: Derivational Morphology Improves BERT's Interpretation of Complex WordsCode1
Continuous Copy-Paste for One-Stage Multi-Object Tracking and SegmentationCode1
BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-Domain Semantic SegmentationCode1
Refining Action Segmentation With Hierarchical Video RepresentationsCode1
Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike?Code1
RFNet: Region-Aware Fusion Network for Incomplete Multi-Modal Brain Tumor SegmentationCode1
AggMask: Exploring locally aggregated learning of mask representations for instance segmentationCode1
Road Anomaly Detection by Partial Image Reconstruction With Segmentation CouplingCode1
CDNet: Centripetal Direction Network for Nuclear Instance SegmentationCode1
PrimitiveNet: Primitive Instance Segmentation With Local Primitive Embedding Under Adversarial MetricCode1
Self-Supervised Vessel Segmentation via Adversarial LearningCode1
Recall Loss for Imbalanced Image Classification and Semantic SegmentationCode1
Loss Ensembles for Extremely Imbalanced SegmentationCode1
MRI brain tumor segmentation and uncertainty estimation using 3D-UNet architecturesCode1
Semi-supervised Cardiac Image Segmentation via Label Propagation and Style TransferCode1
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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