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Segmentation

Papers

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Showing 12401–12450 of 13072 papers

TitleStatusHype
How Useful is Region-based Classification of Remote Sensing Images in a Deep Learning Framework?—0
Wavelet-Based Segmentation on the Sphere—0
Deep Neural Ensemble for Retinal Vessel Segmentation in Fundus Images towards Achieving Label-free Angiography—0
Unbiased Sparse Subspace Clustering By Selective Pursuit—0
Image Decomposition Using a Robust Regression Approach—0
Segmentation and Classification of Skin Lesions for Disease Diagnosis—0
Automatic Selection of Stochastic Watershed Hierarchies—0
Bottom-up Instance Segmentation using Deep Higher-Order CRFs—0
Extraction of Skin Lesions from Non-Dermoscopic Images Using Deep Learning—0
Automated Segmentation of Retinal Layers from Optical Coherent Tomography Images Using Geodesic Distance—0
Deep Retinal Image UnderstandingCode0
Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image SegmentationCode0
Towards Segmenting Consumer Stereo Videos: Benchmark, Baselines and Ensembles—0
Built-in Foreground/Background Prior for Weakly-Supervised Semantic Segmentation—0
Segmentation Free Object Discovery in Video—0
Radiation Search Operations using Scene Understanding with Autonomous UAV and UGV—0
Utilizing Large Scale Vision and Text Datasets for Image Segmentation from Referring Expressions—0
Temporal Convolutional Networks: A Unified Approach to Action SegmentationCode0
STFCN: Spatio-Temporal FCN for Semantic Video SegmentationCode0
VoxResNet: Deep Voxelwise Residual Networks for Volumetric Brain SegmentationCode0
Semantic Understanding of Scenes through the ADE20K DatasetCode0
Multi-stage Object Detection with Group Recursive Learning—0
Temporally Consistent Motion Segmentation from RGB-D Video—0
SSHMT: Semi-supervised Hierarchical Merge Tree for Electron Microscopy Image SegmentationCode0
Recurrent Fully Convolutional Neural Networks for Multi-slice MRI Cardiac Segmentation—0
Reasoning and Algorithm Selection Augmented Symbolic Segmentation—0
Automatic text extraction and character segmentation using maximally stable extremal regions—0
Gaze2Segment: A Pilot Study for Integrating Eye-Tracking Technology into Medical Image Segmentation—0
Object Detection, Tracking, and Motion Segmentation for Object-level Video Segmentation—0
Convolutional Oriented BoundariesCode0
A combined Approach Based on Fuzzy Classification and Contextual Region Growing to Image Segmentation—0
Boundary-based MWE segmentation with text partitioningCode0
Word Segmentation on Micro-blog Texts with External Lexicon and Heterogeneous Data—0
Retinal Vessel Segmentation Using A New Topological Method—0
Learning Common and Specific Features for RGB-D Semantic Segmentation with Deconvolutional Networks—0
Morphological Segmentation Can Improve Syllabification—0
Graph-Based Translation Via Graph Segmentation—0
Transition-Based Neural Word SegmentationCode0
Segmentation of Soft atherosclerotic plaques using active contour models—0
Region-based semantic segmentation with end-to-end trainingCode0
Joint Optical Flow and Temporally Consistent Semantic Segmentation—0
Online Trajectory Segmentation and Summary With Applications to Visualization and Retrieval—0
A Multi-cut Formulation for Joint Segmentation and Tracking of Multiple Objects—0
Left/Right Hand Segmentation in Egocentric Videos—0
Hierarchical Manifold Clustering on Diffusion Maps for Connectomics (MIT 18.S096 final project)—0
Incremental Learning for Fully Unsupervised Word Segmentation Using Penalized Likelihood and Model Selection—0
HeMIS: Hetero-Modal Image SegmentationCode0
Gland Instance Segmentation by Deep Multichannel Neural Networks—0
Vision-based Traffic Flow Prediction using Dynamic Texture Model and Gaussian Process—0
Gland Instance Segmentation by Deep Multichannel Side Supervision—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