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Segmentation

Papers

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Showing 8001–8050 of 13072 papers

TitleStatusHype
Canonical and Surface Morphological Segmentation for Nguni LanguagesCode0
The surprising impact of mask-head architecture on novel class segmentationCode0
Learning Foreground-Background Segmentation from Improved Layered GANs—0
FAPIS: A Few-shot Anchor-free Part-based Instance SegmenterCode1
Weakly-Supervised Image Semantic Segmentation Using Graph Convolutional NetworksCode1
Topology-Preserving 3D Image Segmentation Based On Hyperelastic Regularization—0
Joint Khmer Word Segmentation and Part-of-Speech Tagging Using Deep Learning—0
Semantic-guided Automatic Natural Image Matting with Trimap Generation Network and Light-weight Non-local Attention—0
Using depth information and colour space variations for improving outdoor robustness for instance segmentation of cabbage—0
Rethinking Self-supervised Correspondence Learning: A Video Frame-level Similarity PerspectiveCode1
Camouflaged Instance Segmentation In-The-Wild: Dataset, Method, and Benchmark Suite—0
Multi-View Radar Semantic SegmentationCode1
Locate then Segment: A Strong Pipeline for Referring Image Segmentation—0
Self-Guided and Cross-Guided Learning for Few-Shot SegmentationCode1
Is segmentation uncertainty useful?Code1
HAD-Net: A Hierarchical Adversarial Knowledge Distillation Network for Improved Enhanced Tumour Segmentation Without Post-Contrast ImagesCode1
Geometric Unsupervised Domain Adaptation for Semantic Segmentation—0
Distribution Alignment: A Unified Framework for Long-tail Visual RecognitionCode1
Source-Free Domain Adaptation for Semantic Segmentation—0
Deep Gaussian Processes for Few-Shot Segmentation—0
Assessing YOLACT++ for real time and robust instance segmentation of medical instruments in endoscopic procedures—0
Assessing the Role of Random Forests in Medical Image Segmentation—0
Generalized Organ Segmentation by Imitating One-shot Reasoning using Anatomical Correlation—0
SIMstack: A Generative Shape and Instance Model for Unordered Object Stacks—0
Boundary IoU: Improving Object-Centric Image Segmentation EvaluationCode1
A Facial Feature Discovery Framework for Race Classification Using Deep Learning—0
CateNorm: Categorical Normalization for Robust Medical Image SegmentationCode1
DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image SegmentationCode0
Automated freezing of gait assessment with marker-based motion capture and multi-stage spatial-temporal graph convolutional neural networksCode1
Enhanced Boundary Learning for Glass-like Object SegmentationCode1
PlaneSegNet: Fast and Robust Plane Estimation Using a Single-stage Instance Segmentation CNN—0
An Efficiently Coupled Shape and Appearance Prior for Active Contour Segmentation—0
Labels4Free: Unsupervised Segmentation using StyleGANCode1
Instance segmentation with the number of clusters incorporated in embedding learning—0
Improving prostate whole gland segmentation in t2-weighted MRI with synthetically generated data—0
Panoptic-PolarNet: Proposal-free LiDAR Point Cloud Panoptic SegmentationCode1
Catalyzing Clinical Diagnostic Pipelines Through Volumetric Medical Image Segmentation Using Deep Neural Networks: Past, Present, & Future—0
Non-Salient Region Object Mining for Weakly Supervised Semantic SegmentationCode1
Sparse Object-level Supervision for Instance Segmentation with Pixel EmbeddingsCode1
Weakly-supervised Audio-visual Sound Source Detection and Separation—0
Tilted Cross Entropy (TCE): Promoting Fairness in Semantic Segmentation—0
Learning Part Segmentation through Unsupervised Domain Adaptation from Synthetic VehiclesCode1
Video Instance Segmentation with a Propose-Reduce ParadigmCode1
Contextual Information Enhanced Convolutional Neural Networks for Retinal Vessel Segmentation in Color Fundus Images—0
Spirit Distillation: Precise Real-time Semantic Segmentation of Road Scenes with Insufficient Data—0
Evidential fully convolutional network for semantic segmentationCode1
MSCFNet: A Lightweight Network With Multi-Scale Context Fusion for Real-Time Semantic Segmentation—0
Learning Fine-Grained Segmentation of 3D Shapes without Part Labels—0
A Fine-Grained Dataset and its Efficient Semantic Segmentation for Unstructured Driving Scenarios—0
Coarse-to-Fine Domain Adaptive Semantic Segmentation with Photometric Alignment and Category-Center Regularization—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