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Segmentation

Papers

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Showing 1451–1500 of 13072 papers

TitleStatusHype
Leveraging SO(3)-steerable convolutions for pose-robust semantic segmentation in 3D medical dataCode1
Coarse-to-Fine Covid-19 Segmentation via Vision-Language AlignmentCode1
High-throughput 3DRA segmentation of brain vasculature and aneurysms using deep learningCode1
Kartezio: Evolutionary Design of Explainable Pipelines for Biomedical Image AnalysisCode1
Interactive Segmentation as Gaussian Process ClassificationCode1
Joint Learning of Blind Super-Resolution and Crack Segmentation for Realistic Degraded ImagesCode1
CEKD: Cross-Modal Edge-Privileged Knowledge Distillation for Semantic Scene Understanding Using Only Thermal ImagesCode1
Video-SwinUNet: Spatio-temporal Deep Learning Framework for VFSS Instance SegmentationCode1
PolyFormer: Referring Image Segmentation as Sequential Polygon GenerationCode1
Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentationCode1
The Sum of Its Parts: Visual Part Segmentation for Inertial Parameter Identification of Manipulated ObjectsCode1
CEDNet: A Cascade Encoder-Decoder Network for Dense PredictionCode1
Self-Supervised Unseen Object Instance Segmentation via Long-Term Robot InteractionCode1
Med-NCA: Robust and Lightweight Segmentation with Neural Cellular AutomataCode1
CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasksCode1
PSST! Prosodic Speech Segmentation with TransformersCode1
Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction PerspectiveCode1
Paced-Curriculum Distillation with Prediction and Label Uncertainty for Image SegmentationCode1
Anomaly Segmentation for High-Resolution Remote Sensing Images Based on Pixel DescriptorsCode1
ParticleSeg3D: A Scalable Out-of-the-Box Deep Learning Segmentation Solution for Individual Particle Characterization from Micro CT Images in Mineral Processing and RecyclingCode1
ProtoSeg: Interpretable Semantic Segmentation with Prototypical PartsCode1
ZegOT: Zero-shot Segmentation Through Optimal Transport of Text PromptsCode1
3D Tooth Mesh Segmentation with Simplified Mesh Cell RepresentationCode1
Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion ApproachCode1
Recurrent Generic Contour-based Instance Segmentation with Progressive LearningCode1
Improving Sketch Colorization using Adversarial Segmentation ConsistencyCode1
Hybrid Open-set Segmentation with Synthetic Negative DataCode1
Active learning for medical image segmentation with stochastic batchesCode1
Semi-Supervised Semantic Segmentation via Gentle Teaching AssistantCode1
Multi Kernel Positional Embedding ConvNeXt for Polyp SegmentationCode1
Hematoxylin and eosin stained oral squamous cell carcinoma histological images datasetCode1
RCPS: Rectified Contrastive Pseudo Supervision for Semi-Supervised Medical Image SegmentationCode1
Adaptive Context Selection for Polyp SegmentationCode1
Lesion-aware Dynamic Kernel for Polyp SegmentationCode1
Open-vocabulary Object Segmentation with Diffusion ModelsCode1
Self-Supervised Correction Learning for Semi-Supervised Biomedical Image SegmentationCode1
Head-Free Lightweight Semantic Segmentation with Linear TransformerCode1
Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image SegmentationCode1
LENet: Lightweight And Efficient LiDAR Semantic Segmentation Using Multi-Scale Convolution AttentionCode1
The state-of-the-art 3D anisotropic intracranial hemorrhage segmentation on non-contrast head CT: The INSTANCE challengeCode1
TarViS: A Unified Approach for Target-based Video SegmentationCode1
PanopticPartFormer++: A Unified and Decoupled View for Panoptic Part SegmentationCode1
PCRLv2: A Unified Visual Information Preservation Framework for Self-supervised Pre-training in Medical Image AnalysisCode1
Betrayed by Captions: Joint Caption Grounding and Generation for Open Vocabulary Instance SegmentationCode1
Denoising Diffusion Probabilistic Models for Generation of Realistic Fully-Annotated Microscopy Image Data SetsCode1
PointDC: Unsupervised Semantic Segmentation of 3D Point Clouds via Cross-Modal Distillation and Super-Voxel ClusteringCode1
PartDistillation: Learning Parts From Instance SegmentationCode1
CauSSL: Causality-inspired Semi-supervised Learning for Medical Image SegmentationCode1
Disentangle then Parse: Night-time Semantic Segmentation with Illumination DisentanglementCode1
Temporal Consistent 3D LiDAR Representation Learning for Semantic Perception in Autonomous DrivingCode1
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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