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Segmentation

Papers

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Showing 9601–9650 of 13072 papers

TitleStatusHype
EDC3: Ensemble of Deep-Classifiers using Class-specific Copula functions to Improve Semantic Image Segmentation—0
Learning to Segment 3D Point Clouds in 2D Image SpaceCode1
LiDAR guided Small obstacle SegmentationCode0
Real-Time High-Performance Semantic Image Segmentation of Urban Street Scenes—0
Bi-Directional Attention for Joint Instance and Semantic Segmentation in Point CloudsCode1
FlowFusion: Dynamic Dense RGB-D SLAM Based on Optical Flow—0
Learning-Based Human Segmentation and Velocity Estimation Using Automatic Labeled LiDAR Sequence for Training—0
Cars Can't Fly up in the Sky: Improving Urban-Scene Segmentation via Height-driven Attention NetworksCode1
Robustness study of noisy annotation in deep learning based medical image segmentation—0
Realizing Pixel-Level Semantic Learning in Complex Driving Scenes based on Only One Annotated Pixel per Class—0
Rainy screens: Collecting rainy datasets, indoors—0
Learning Video Object Segmentation from Unlabeled VideosCode1
Multi-level Context Gating of Embedded Collective Knowledge for Medical Image SegmentationCode1
AP-MTL: Attention Pruned Multi-task Learning Model for Real-time Instrument Detection and Segmentation in Robot-assisted SurgeryCode0
Lung Infection Quantification of COVID-19 in CT Images with Deep LearningCode1
HeatNet: Bridging the Day-Night Domain Gap in Semantic Segmentation with Thermal Images—0
LC-GAN: Image-to-image Translation Based on Generative Adversarial Network for Endoscopic ImagesCode1
Automatic segmentation of spinal multiple sclerosis lesions: How to generalize across MRI contrasts?Code1
FusionLane: Multi-Sensor Fusion for Lane Marking Semantic Segmentation Using Deep Neural NetworksCode1
MCMC Guided CNN Training and Segmentation for Pancreas Extraction—0
On the Texture Bias for Few-Shot CNN SegmentationCode1
Motion-Attentive Transition for Zero-Shot Video Object SegmentationCode1
A Multi-scale CNN-CRF Framework for Environmental Microorganism Image Segmentation—0
Improving Training on Noisy Stuctured Labels—0
Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic SegmentationCode1
Super Resolution Using Segmentation-Prior Self-Attention Generative Adversarial Network—0
AlphaNet: An Attention Guided Deep Network for Automatic Image Matting—0
Morfessor EM+Prune: Improved Subword Segmentation with Expectation Maximization and PruningCode1
A Convolutional Neural Network for Point Cloud Instance Segmentation in Cluttered Scene Trained by Synthetic Data Without Color—0
Statistical Context-Dependent Units Boundary Correction for Corpus-based Unit-Selection Text-to-Speech—0
A Benchmark for LiDAR-based Panoptic Segmentation based on KITTI—0
A Learning Strategy for Contrast-agnostic MRI SegmentationCode1
Fully Convolutional Networks for Automatically Generating Image Masks to Train Mask R-CNN—0
Gastric histopathology image segmentation using a hierarchical conditional random field—0
DDU-Nets: Distributed Dense Model for 3D MRI Brain Tumor Segmentation—0
BUSU-Net: An Ensemble U-Net Framework for Medical Image Segmentation—0
Multi-Feature View-Based Shallow Convolutional Neural Network for Road Segmentation—0
IntrA: 3D Intracranial Aneurysm Dataset for Deep LearningCode1
LiDARNet: A Boundary-Aware Domain Adaptation Model for Point Cloud Semantic Segmentation—0
Learning Texture Invariant Representation for Domain Adaptation of Semantic SegmentationCode1
SketchGNN: Semantic Sketch Segmentation with Graph Neural NetworksCode1
3DCFS: Fast and Robust Joint 3D Semantic-Instance Segmentation via Coupled Feature Selection—0
State-Aware Tracker for Real-Time Video Object SegmentationCode1
A Bayesian approach to tissue-fraction estimation for oncological PET segmentation—0
DGST : Discriminator Guided Scene Text detector—0
Learning Nonparametric Human Mesh Reconstruction from a Single Image without Ground Truth Meshes—0
Learning Fast and Robust Target Models for Video Object SegmentationCode1
Integrating Boundary Assembling into a DNN Framework for Named Entity Recognition in Chinese Social Media Text—0
Weak Supervision in Convolutional Neural Network for Semantic Segmentation of Diffuse Lung Diseases Using Partially Annotated DatasetCode0
Two-stage multi-scale breast mass segmentation for full mammogram analysis without user intervention—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