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Segmentation

Papers

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Showing 10151–10200 of 13072 papers

TitleStatusHype
Weakly-Supervised Trajectory Segmentation for Learning Reusable Skills—0
Connectivity-constrained interactive annotations for panoptic segmentation—0
Multi-Task Learning via Scale Aware Feature Pyramid Networks and Effective Joint Head—0
A multi-task U-net for segmentation with lazy labels—0
Do Deep Neural Networks for Segmentation Understand Insideness?—0
Learning Propagation for Arbitrarily-structured Data—0
Dual Adaptive Pyramid Network for Cross-Stain Histopathology Image Segmentation—0
Learning Pixel Representations for Generic Segmentation—0
Rescan: Inductive Instance Segmentation for Indoor RGBD Scans—0
Segmentation Transformer: Object-Contextual Representations for Semantic SegmentationCode2
Intelligent image synthesis to attack a segmentation CNN using adversarial learning—0
Automatic Mouse Embryo Brain Ventricle & Body Segmentation and Mutant Classification From Ultrasound Data Using Deep Learning—0
RAUNet: Residual Attention U-Net for Semantic Segmentation of Cataract Surgical InstrumentsCode0
Validation of image-guided cochlear implant programming techniques—0
Object Segmentation using Pixel-wise Adversarial Loss—0
Volume Preserving Image Segmentation with Entropic Regularization Optimal Transport and Its Applications in Deep Learning—0
Learning and Segmenting Dense Voxel Embeddings for 3D Neuron Reconstruction—0
PST900: RGB-Thermal Calibration, Dataset and Segmentation NetworkCode0
Weakly Supervised Semantic Segmentation Using Constrained Dominant Sets—0
Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent DataCode0
Brain Tumor Segmentation and Survival Prediction—0
ACFNet: Attentional Class Feature Network for Semantic Segmentation—0
A Transfer Learning Approach for Automated Segmentation of Prostate Whole Gland and Transition Zone in Diffusion Weighted MRI—0
BERT Meets Chinese Word Segmentation—0
Fine-grained Action Segmentation using the Semi-Supervised Action GAN—0
Deep Retinal Image Segmentation with Regularization Under Geometric Priors—0
Deep learning architectures for automated image segmentation—0
A New Few-shot Segmentation Network Based on Class Representation—0
Unsupervised Segmentation of Fire and Smoke from Infra-Red Videos—0
Probabilistic Atlases to Enforce Topological ConstraintsCode0
SalsaNet: Fast Road and Vehicle Segmentation in LiDAR Point Clouds for Autonomous DrivingCode1
AdaptIS: Adaptive Instance Selection NetworkCode0
Learn to Segment Organs with a Few Bounding Boxes—0
DS-PASS: Detail-Sensitive Panoramic Annular Semantic Segmentation through SwaftNet for Surrounding SensingCode0
Efficient 3D Fully Convolutional Networks for Pulmonary Lobe Segmentation in CT ImagesCode0
Global Aggregation then Local Distribution in Fully Convolutional NetworksCode1
Z-Net: an Anisotropic 3D DCNN for Medical CT Volume Segmentation—0
Mining Minimal Map-Segments for Visual Place Classifiers—0
MSU-Net: Multiscale Statistical U-Net for Real-time 3D Cardiac MRI Video Segmentation—0
3D Deep Affine-Invariant Shape Learning for Brain MR Image Segmentation—0
3D Kidneys and Kidney Tumor Semantic Segmentation using Boundary-Aware Networks—0
MinneApple: A Benchmark Dataset for Apple Detection and SegmentationCode0
MRI Brain Tumor Segmentation using Random Forests and Fully Convolutional Networks—0
Center-Extraction-Based Three Dimensional Nuclei Instance Segmentation of Fluorescence Microscopy Images—0
A superpixel-driven deep learning approach for the analysis of dermatological wounds—0
SegNAS3D: Network Architecture Search with Derivative-Free Global Optimization for 3D Image Segmentation—0
An Automatic Cardiac Segmentation Framework based on Multi-sequence MR ImageCode0
Hybrid Cascaded Neural Network for Liver Lesion SegmentationCode0
Local block-wise self attention for normal organ segmentation—0
CEREBRUM: a fast and fully-volumetric Convolutional Encoder-decodeR for weakly-supervised sEgmentation of BRain strUctures from out-of-the-scanner MRICode0
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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