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Segmentation

Papers

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Showing 2601–2650 of 13072 papers

TitleStatusHype
Collaborative Video Object Segmentation by Multi-Scale Foreground-Background IntegrationCode1
Generalized Few-shot Semantic SegmentationCode1
An Empirical Study of Tokenization Strategies for Various Korean NLP TasksCode1
Vec2Instance: Parameterization for Deep Instance SegmentationCode1
MitoEM Dataset: Large-scale 3D Mitochondria Instance Segmentation from EM ImagesCode1
RefVOS: A Closer Look at Referring Expressions for Video Object SegmentationCode1
Affinity Space Adaptation for Semantic Segmentation Across DomainsCode1
From Pixel to Patch: Synthesize Context-aware Features for Zero-shot Semantic SegmentationCode1
Label-Efficient Multi-Task Segmentation using Contrastive LearningCode1
Anisotropic 3D Multi-Stream CNN for Accurate Prostate Segmentation from Multi-Planar MRICode1
CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image SegmentationCode1
SpineParseNet: Spine Parsing for Volumetric MR Image by a Two-Stage Segmentation Framework with Semantic Image RepresentationCode1
Learning Spatio-Appearance Memory Network for High-Performance Visual TrackingCode1
Residual Spatial Attention Network for Retinal Vessel SegmentationCode1
EfficientSeg: An Efficient Semantic Segmentation NetworkCode1
Multi-Spectral Image Synthesis for Crop/Weed Segmentation in Precision FarmingCode1
PDAM: A Panoptic-Level Feature Alignment Framework for Unsupervised Domain Adaptive Instance Segmentation in Microscopy ImagesCode1
Leveraging Instance-, Image- and Dataset-Level Information for Weakly Supervised Instance SegmentationCode1
Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scansCode1
Unsupervised Part Discovery by Unsupervised DisentanglementCode1
Learning joint segmentation of tissues and brain lesions from task-specific hetero-modal domain-shifted datasetsCode1
Stem-leaf segmentation and phenotypic trait extraction of maize shoots from three-dimensional point cloudCode1
Max-Fusion U-Net for Multi-Modal Pathology Segmentation with Attention and Dynamic ResamplingCode1
The Little W-Net That Could: State-of-the-Art Retinal Vessel Segmentation with Minimalistic ModelsCode1
Unsupervised Surgical Instrument Segmentation via Anchor Generation and Semantic DiffusionCode1
Disentangled Representations for Domain-generalized Cardiac SegmentationCode1
Making a Case for 3D Convolutions for Object Segmentation in VideosCode1
Applying Surface Normal Information in Drivable Area and Road Anomaly Detection for Ground Mobile RobotsCode1
Delving Deeper into Anti-aliasing in ConvNetsCode1
ISSAFE: Improving Semantic Segmentation in Accidents by Fusing Event-based DataCode1
Towards Lightweight Lane Detection by Optimizing Spatial EmbeddingCode1
RevPHiSeg: A Memory-Efficient Neural Network for Uncertainty Quantification in Medical Image SegmentationCode1
We Learn Better Road Pothole Detection: from Attention Aggregation to Adversarial Domain AdaptationCode1
Context-aware Feature Generation for Zero-shot Semantic SegmentationCode1
ASAP-Net: Attention and Structure Aware Point Cloud Sequence SegmentationCode1
Local Temperature Scaling for Probability CalibrationCode1
AtrialJSQnet: A New Framework for Joint Segmentation and Quantification of Left Atrium and Scars Incorporating Spatial and Shape InformationCode1
Campus3D: A Photogrammetry Point Cloud Benchmark for Hierarchical Understanding of Outdoor SceneCode1
Prototype Mixture Models for Few-shot Semantic SegmentationCode1
Towards Accurate Pixel-wise Object Tracking by Attention RetrievalCode1
Scene Segmentation with Dual Relation-aware Attention NetworkCode1
Frame-To-Frame Consistent Semantic SegmentationCode1
Supervised Edge Attention Network for Accurate Image Instance SegmentationCode1
Intra-class Feature Variation Distillation for Semantic SegmentationCode1
Learning with Noisy Class Labels for Instance SegmentationCode1
Weakly Supervised Semantic Segmentation with Boundary ExplorationCode1
Learning Pairwise Inter-Plane Relations for Piecewise Planar ReconstructionCode1
Regularized Loss for Weakly Supervised Single Class Semantic SegmentationCode1
URVOS: Unified Referring Video Object Segmentation Network with a Large-Scale BenchmarkCode1
Joint Low Dose CT Denoising And Kidney SegmentationCode1
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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