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Segmentation

Papers

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Showing 12251–12300 of 13072 papers

TitleStatusHype
ISIC 2017 - Skin Lesion Analysis Towards Melanoma Detection—0
Skin cancer reorganization and classification with deep neural network—0
Selective Video Object Cutout—0
Supervised Saliency Map Driven Segmentation of the Lesions in Dermoscopic ImagesCode0
Super-Trajectory for Video Segmentation—0
An Extensive Technique to Detect and Analyze Melanoma: A Challenge at the International Symposium on Biomedical Imaging (ISBI) 2017—0
3D Shape Segmentation via Shape Fully Convolutional Networks—0
DeepNAT: Deep Convolutional Neural Network for Segmenting Neuroanatomy—0
Segmentation of Instances by Hashing—0
Understanding Convolution for Semantic SegmentationCode0
Spatially Aware Melanoma Segmentation Using Hybrid Deep Learning Techniques—0
Adversarial Networks for the Detection of Aggressive Prostate Cancer—0
Automatic segmentation of trees in dynamic outdoor environments—0
Sequence Modeling via SegmentationsCode0
Robust and fully automated segmentation of mandible from CT scans—0
k-Means Clustering and Ensemble of Regressions: An Algorithm for the ISIC 2017 Skin Lesion Segmentation Challenge—0
Crowd Sourcing Image Segmentation with iaSTAPLE—0
PixelNet: Representation of the pixels, by the pixels, and for the pixelsCode0
Progressively Diffused Networks for Semantic Image Segmentation—0
Automatic Liver and Tumor Segmentation of CT and MRI Volumes using Cascaded Fully Convolutional Neural NetworksCode0
Revisiting Graph Construction for Fast Image Segmentation—0
3D Cell Nuclei Segmentation with Balanced Graph Partitioning—0
An Unsupervised Approach for Overlapping Cervical Cell Cytoplasm Segmentation—0
Learning Normalized Inputs for Iterative Estimation in Medical Image Segmentation—0
Improving automated multiple sclerosis lesion segmentation with a cascaded 3D convolutional neural network approachCode0
A deep learning model integrating FCNNs and CRFs for brain tumor segmentation—0
Transfer Deep Learning for Low-Resource Chinese Word Segmentation with a Novel Neural Network—0
Efficient Algorithms for Moral Lineage Tracing—0
Graph Based Over-Segmentation Methods for 3D Point Clouds—0
An Efficient Decomposition Framework for Discriminative Segmentation with Supermodular Losses—0
Reverse Classification Accuracy: Predicting Segmentation Performance in the Absence of Ground Truth—0
Seeded Laplaican: An Eigenfunction Solution for Scribble Based Interactive Image Segmentation—0
Segmentation of optic disc, fovea and retinal vasculature using a single convolutional neural network—0
Pixel-wise Ear Detection with Convolutional Encoder-Decoder Networks—0
Spatial Aggregation of Holistically-Nested Convolutional Neural Networks for Automated Pancreas Localization and Segmentation—0
Co-segmentation for Space-Time Co-located Collections—0
Camera-trap images segmentation using multi-layer robust principal component analysis—0
Learning Multi-level Region Consistency with Dense Multi-label Networks for Semantic Segmentation—0
A Projected Gradient Descent Method for CRF Inference allowing End-To-End Training of Arbitrary Pairwise Potentials—0
Motion Segmentation via Global and Local Sparse Subspace Optimization—0
Automated scalable segmentation of neurons from multispectral images—0
FusionSeg: Learning to combine motion and appearance for fully automatic segmention of generic objects in videos—0
High Performance Novel Skin Segmentation Algorithm for Images With Complex Background—0
Convolutional Oriented Boundaries: From Image Segmentation to High-Level TasksCode0
Systematic study of color spaces and components for the segmentation of sky/cloud imagesCode0
CNN-based Segmentation of Medical Imaging DataCode0
Urban Scene Segmentation with Laser-Constrained CRFs—0
Map-guided Hyperspectral Image Superpixel Segmentation Using Proportion Maps—0
Learning from Synthetic HumansCode0
A Hierarchical Image Matting Model for Blood Vessel Segmentation in Fundus images—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