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Segmentation

Papers

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Showing 11801–11850 of 13072 papers

TitleStatusHype
Three Dimensional Fluorescence Microscopy Image Synthesis and Segmentation—0
Dimensionality Reduction in Deep Learning for Chest X-Ray Analysis of Lung Cancer—0
On the influence of Dice loss function in multi-class organ segmentation of abdominal CT using 3D fully convolutional networks—0
Identification of Seed Cells in Multispectral Images for GrowCut Segmentation—0
A Human-Grounded Evaluation Benchmark for Local Explanations of Machine LearningCode0
Fully Convolutional Multi-scale Residual DenseNets for Cardiac Segmentation and Automated Cardiac Diagnosis using Ensemble of Classifiers—0
Student Beats the Teacher: Deep Neural Networks for Lateral Ventricles Segmentation in Brain MR—0
QuickNAT: A Fully Convolutional Network for Quick and Accurate Segmentation of NeuroanatomyCode0
End-to-end detection-segmentation network with ROI convolutionCode0
Detection and segmentation of the Left Ventricle in Cardiac MRI using Deep LearningCode0
2D-Densely Connected Convolution Neural Networks for automatic Liver and Tumor Segmentation—0
Semantic-aware Grad-GAN for Virtual-to-Real Urban Scene AdaptionCode0
PixelLink: Detecting Scene Text via Instance SegmentationCode0
Instance Embedding Transfer to Unsupervised Video Object Segmentation—0
Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar TransformationCode0
Deep convolutional neural networks for segmenting 3D in vivo multiphoton images of vasculature in Alzheimer disease mouse modelsCode0
Restricted Deformable Convolution based Road Scene Semantic Segmentation Using Surround View Cameras—0
Video Action Segmentation with Hybrid Temporal Networks—0
Semantic Segmentation of Human Thigh Quadriceps Muscle in Magnetic Resonance Images—0
Robust path-based spectral clustering—0
Automated image segmentation for detecting cell spreading for metastasizing assessments of cancer development—0
Counterfactual Image Networks—0
Integrating semi-supervised label propagation and random forests for multi-atlas based hippocampus segmentation—0
Interactive Video Object Segmentation in the Wild—0
Dense Pooling layers in Fully Convolutional Network for Skin Lesion SegmentationCode0
Siamese LSTM based Fiber Structural Similarity Network (FS2Net) for Rotation Invariant Brain Tractography Segmentation—0
Memory-Efficient Deep Salient Object Segmentation Networks on Gridized Superpixels—0
Brain Tumor Segmentation Based on Refined Fully Convolutional Neural Networks with A Hierarchical Dice LossCode0
Dual Long Short-Term Memory Networks for Sub-Character Representation LearningCode0
Boundary-sensitive Network for Portrait Segmentation—0
Recurrent Pixel Embedding for Instance GroupingCode0
Track, then Decide: Category-Agnostic Vision-based Multi-Object Tracking—0
Image Segmentation to Distinguish Between Overlapping Human Chromosomes—0
Adversarial Synthesis Learning Enables Segmentation Without Target Modality Ground TruthCode0
Light Field Segmentation From Super-pixel Graph Representation—0
Deep Learning with Lung Segmentation and Bone Shadow Exclusion Techniques for Chest X-Ray Analysis of Lung Cancer—0
Analysis of supervised and semi-supervised GrowCut applied to segmentation of masses in mammography images—0
Attribute CNNs for Word Spotting in Handwritten Documents—0
Automatic Renal Segmentation in DCE-MRI using Convolutional Neural Networks—0
Y-net: 3D intracranial artery segmentation using a convolutional autoencoder—0
PixelBNN: Augmenting the PixelCNN with batch normalization and the presentation of a fast architecture for retinal vessel segmentation—0
Real-time deep hair matting on mobile devicesCode0
Pointwise Convolutional Neural NetworksCode0
Semi-Automatic Algorithm for Breast MRI Lesion Segmentation Using Marker-Controlled Watershed Transformation—0
Deep CNN ensembles and suggestive annotations for infant brain MRI segmentationCode0
MFNet: Towards real-time semantic segmentation for autonomous vehicles with multi-spectral scenes—0
A Multimodal Corpus of Expert Gaze and Behavior during Phonetic Segmentation TasksCode0
Deep Quaternion NetworksCode0
MaskLab: Instance Segmentation by Refining Object Detection with Semantic and Direction Features—0
Self-Supervised Relative Depth Learning for Urban Scene Understanding—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