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Segmentation

Papers

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Showing 8251–8300 of 13072 papers

TitleStatusHype
CoCo DistillNet: a Cross-layer Correlation Distillation Network for Pathological Gastric Cancer Segmentation—0
PoissonSeg: Semi-Supervised Few-Shot Medical Image Segmentation via Poisson Learning—0
Improving the Reliability of Semantic Segmentation of Medical Images by Uncertainty Modeling with Bayesian Deep Networks and Curriculum LearningCode0
ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic SegmentationCode0
An Underwater Image Semantic Segmentation Method Focusing on Boundaries and a Real Underwater Scene Semantic Segmentation DatasetCode0
Evaluating Transformer-based Semantic Segmentation Networks for Pathological Image Segmentation—0
Segmentation of Shoulder Muscle MRI Using a New Region and Edge based Deep Auto-Encoder—0
PAENet: A Progressive Attention-Enhanced Network for 3D to 2D Retinal Vessel Segmentation—0
Multi-task learning from fixed-wing UAV images for 2D/3D city modeling—0
Semantic Scene Segmentation for Robotics Applications—0
An Effective Pixel-Wise Approach for Skin Colour Segmentation Using Pixel Neighbourhood Technique—0
Data-driven predictive control with improved performance using segmented trajectories—0
Image-free single-pixel segmentation—0
Tensor Pooling Driven Instance Segmentation Framework for Baggage Threat RecognitionCode0
Self-Regulation for Semantic Segmentation—0
Palmira: A Deep Deformable Network for Instance Segmentation of Dense and Uneven Layouts in Handwritten ManuscriptsCode0
Systematic Clinical Evaluation of A Deep Learning Method for Medical Image Segmentation: Radiosurgery Application—0
Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation—0
Detecting and Segmenting Adversarial Graphics Patterns from Images—0
Multi-task Federated Learning for Heterogeneous Pancreas Segmentation—0
Medical Image Segmentation with 3D Convolutional Neural Networks: A Survey—0
Generating Superpixels for High-resolution Images with Decoupled Patch Calibration—0
FSNet: A Failure Detection Framework for Semantic Segmentation—0
Few-shot Segmentation with Optimal Transport Matching and Message Flow—0
Box-Adapt: Domain-Adaptive Medical Image Segmentation using Bounding BoxSupervision—0
GP-S3Net: Graph-based Panoptic Sparse Semantic Segmentation Network—0
A Dense Siamese U-Net trained with Edge Enhanced 3D IOU Loss for Image Co-segmentation—0
Interpolation-Aware Padding for 3D Sparse Convolutional Neural NetworksCode0
Multi-Slice Dense-Sparse Learning for Efficient Liver and Tumor Segmentation—0
Dilated Inception U-Net (DIU-Net) for Brain Tumor Segmentation—0
CPNet: Cycle Prototype Network for Weakly-supervised 3D Renal Compartments Segmentation on CT Images—0
Temporal Action Segmentation with High-level Complex Activity Labels—0
Adapting to Unseen Vendor Domains for MRI Lesion Segmentation—0
Voxel-wise Cross-Volume Representation Learning for 3D Neuron Reconstruction—0
Real-Time Multi-Modal Semantic Fusion on Unmanned Aerial Vehicles—0
3D point cloud segmentation using GIS—0
SimCVD: Simple Contrastive Voxel-Wise Representation Distillation for Semi-Supervised Medical Image Segmentation—0
Deep PET/CT fusion with Dempster-Shafer theory for lymphoma segmentation—0
Few-Shot Segmentation with Global and Local Contrastive LearningCode0
Optimal MRI Undersampling Patterns for Ultimate Benefit of Medical Vision TasksCode0
Segmentation-free Heart Pathology Detection Using Deep Learning—0
LatticeNet: Fast Spatio-Temporal Point Cloud Segmentation Using Permutohedral Lattices—0
FIFA: Fast Inference Approximation for Action Segmentation—0
PSGR: Pixel-wise Sparse Graph Reasoning for COVID-19 Pneumonia Segmentation in CT Images—0
Boundary-aware Graph Reasoning for Semantic Segmentation—0
An EM Framework for Online Incremental Learning of Semantic SegmentationCode0
Monte Carlo DropBlock for Modelling Uncertainty in Object Detection—0
DeepFH Segmentations for Superpixel-based Object Proposal Refinement—0
ContinuityLearner: Geometric Continuity Feature Learning for Lane Segmentation—0
BiMaL: Bijective Maximum Likelihood Approach to Domain Adaptation in Semantic Scene SegmentationCode0
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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