SOTAVerified

Segmentation

Papers

Showing 1095111000 of 13072 papers

TitleStatusHype
Segmentation of Levator Hiatus Using Multi-Scale Local Region Active contours and Boundary Shape Similarity Constraint0
Residual Pyramid FCN for Robust Follicle Segmentation0
LGAN: Lung Segmentation in CT Scans Using Generative Adversarial NetworkCode0
Hand Segmentation and Fingertip Tracking from Depth Camera Images Using Deep Convolutional Neural Network and Multi-task SegNet0
Illumination-Aware Multi-Task GANs for Foreground Segmentation0
High Throughput Computation of Reference Ranges of Biventricular Cardiac Function on the UK Biobank Population Cohort0
Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image SegmentationCode0
Myocardial Infarction Quantification From Late Gadolinium Enhancement MRI Using Top-hat Transforms and Neural Networks0
D3TW: Discriminative Differentiable Dynamic Time Warping for Weakly Supervised Action Alignment and Segmentation0
Interactive Image Segmentation using Label Propagation through Complex Networks0
TraceCaps: A Capsule-based Neural Network for Semantic Segmentation0
Panoptic Feature Pyramid NetworksCode4
Unseen Object Segmentation in Videos via Transferable Representations0
Combining nonparametric spatial context priors with nonparametric shape priors for dendritic spine segmentation in 2-photon microscopy images0
Reproducibility Evaluation of SLANT Whole Brain Segmentation Across Clinical Magnetic Resonance Imaging Protocols0
Post-mortem Iris Recognition with Deep-Learning-based Image SegmentationCode1
Segmentation Guided Image-to-Image Translation with Adversarial NetworksCode0
Learning-Free Iris Segmentation Revisited: A First Step Toward Fast Volumetric Operation Over Video SamplesCode0
CC-Net: Image Complexity Guided Network Compression for Biomedical Image SegmentationCode1
Healthy versus pathological learning transferability in shoulder muscle MRI segmentation using deep convolutional encoder-decoders0
Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene UnderstandingCode1
Brain segmentation based on multi-atlas guided 3D fully convolutional network ensembles0
Semantic Segmentation on Remotely Sensed Images Using an Enhanced Global Convolutional Network with Channel Attention and Domain Specific Transfer Learning0
Iris Recognition with Image Segmentation Employing Retrained Off-the-Shelf Deep Neural NetworksCode0
A Distance Map Regularized CNN for Cardiac Cine MR Image Segmentation0
Instance Segmentation of Fibers from Low Resolution CT Scans via 3D Deep Embedding Learning0
I Can See Clearly Now : Image Restoration via De-Raining0
Flow Based Self-supervised Pixel Embedding for Image Segmentation0
Linear colour segmentation revisitedCode0
Path-Invariant Map NetworksCode0
Impact of Ground Truth Annotation Quality on Performance of Semantic Image Segmentation of Traffic ConditionsCode0
A neural joint model for Vietnamese word segmentation, POS tagging and dependency parsing0
Cascaded V-Net using ROI masks for brain tumor segmentation0
Coarse-to-fine Semantic Segmentation from Image-level Labels0
Finite State Machines for Semantic Scene Parsing and Segmentation0
Future semantic segmentation of time-lapsed videos with large temporal displacement0
S4-Net: Geometry-Consistent Semi-Supervised Semantic Segmentation0
MMFNet: A Multi-modality MRI Fusion Network for Segmentation of Nasopharyngeal Carcinoma0
A Unified Framework for Mutual Improvement of SLAM and Semantic Segmentation0
A Curriculum Domain Adaptation Approach to the Semantic Segmentation of Urban ScenesCode1
Fully Automatic Segmentation of Sublingual Veins from Retrained U-Net Model for Few Near Infrared Images0
The algorithm of formation of a training set for an artificial neural network for image segmentation0
Polygonal approximation of digital planar curve using novel significant measure0
Unsupervised Meta-learning of Figure-Ground Segmentation via Imitating Visual EffectsCode0
Unsupervised Video Object Segmentation with Distractor-Aware Online Adaptation0
Switch-LSTMs for Multi-Criteria Chinese Word Segmentation0
PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network with a Benchmark at Cross-modality Cardiac SegmentationCode0
Unconstrained Iris Segmentation using Convolutional Neural Networks0
Fast and Accurate 3D Medical Image Segmentation with Data-swapping Method0
Iterative annotation to ease neural network training: Specialized machine learning in medical image analysisCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8Unverified
2SAMAverage Precision38.9Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69Unverified