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Segmentation

Papers

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Showing 1951–2000 of 13072 papers

TitleStatusHype
MISeval: a Metric Library for Medical Image Segmentation EvaluationCode1
Improving Across-Dataset Brain Tissue Segmentation Using TransformerCode1
SegTransVAE: Hybrid CNN -- Transformer with Regularization for medical image segmentationCode1
FaceOcc: A Diverse, High-quality Face Occlusion Dataset for Human Face ExtractionCode1
Transformer and CNN Hybrid Deep Neural Network for Semantic Segmentation of Very-High-Resolution Remote Sensing ImageryCode1
HashSet -- A Dataset For Hashtag SegmentationCode1
Contrastive Pretraining for Echocardiography Segmentation with Limited DataCode1
AWSnet: An Auto-weighted Supervision Attention Network for Myocardial Scar and Edema Segmentation in Multi-sequence Cardiac Magnetic Resonance ImagesCode1
Unsupervised Domain Adaptation for Cross-Modality Retinal Vessel Segmentation via Disentangling Representation Style Transfer and Collaborative Consistency LearningCode1
ECONet: Efficient Convolutional Online Likelihood Network for Scribble-based Interactive SegmentationCode1
Reciprocal Adversarial Learning for Brain Tumor Segmentation: A Solution to BraTS Challenge 2021 Segmentation TaskCode1
CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwannoma and Cochlea SegmentationCode1
Effect of Prior-based Losses on Segmentation Performance: A BenchmarkCode1
GPU-Net: Lightweight U-Net with more diverse featuresCode1
EM-driven unsupervised learning for efficient motion segmentationCode1
HyperionSolarNet: Solar Panel Detection from Aerial ImagesCode1
On the Real-World Adversarial Robustness of Real-Time Semantic Segmentation Models for Autonomous DrivingCode1
Lawin Transformer: Improving Semantic Segmentation Transformer with Multi-Scale Representations via Large Window AttentionCode1
BDG-Net: Boundary Distribution Guided Network for Accurate Polyp SegmentationCode1
D-Former: A U-shaped Dilated Transformer for 3D Medical Image SegmentationCode1
Semi-Supervised Video Semantic Segmentation With Inter-Frame Feature ReconstructionCode1
Multimodal Material SegmentationCode1
FocusCut: Diving Into a Focus View in Interactive SegmentationCode1
Wnet: Audio-Guided Video Object Segmentation via Wavelet-Based Cross-Modal Denoising NetworksCode1
ISDNet: Integrating Shallow and Deep Networks for Efficient Ultra-High Resolution SegmentationCode1
Large-Scale Video Panoptic Segmentation in the Wild: A BenchmarkCode1
Partial Class Activation Attention for Semantic SegmentationCode1
A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language ModelCode1
MetaGraspNet_v0: A Large-Scale Benchmark Dataset for Vision-driven Robotic Grasping via Physics-based Metaverse SynthesisCode1
MSeg: A Composite Dataset for Multi-domain Semantic SegmentationCode1
PriFit: Learning to Fit Primitives Improves Few Shot Point Cloud SegmentationCode1
Omni-Seg: A Single Dynamic Network for Multi-label Renal Pathology Image Segmentation using Partially Labeled DataCode1
TagLab: A human-centric AI system for interactive semantic segmentationCode1
Cost Aggregation Is All You Need for Few-Shot SegmentationCode1
Teacher-Student Architecture for Mixed Supervised Lung Tumor SegmentationCode1
MPViT: Multi-Path Vision Transformer for Dense PredictionCode1
Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual NormalizationCode1
SOIT: Segmenting Objects with Instance-Aware TransformersCode1
Lite Vision Transformer with Enhanced Self-AttentionCode1
Image Segmentation Using Text and Image PromptsCode1
Search for temporal cell segmentation robustness in phase-contrast microscopy videosCode1
Activation Modulation and Recalibration Scheme for Weakly Supervised Semantic SegmentationCode1
Autoencoder-based background reconstruction and foreground segmentation with background noise estimationCode1
Decoupling Zero-Shot Semantic SegmentationCode1
Training a deep learning model for single-cell segmentation without manual annotationCode1
Uncertainty Estimation via Response Scaling for Pseudo-mask Noise Mitigation in Weakly-supervised Semantic SegmentationCode1
Ensemble CNN Networks for GBM Tumors Segmentation using Multi-parametric MRICode1
PyTorch Connectomics: A Scalable and Flexible Segmentation Framework for EM ConnectomicsCode1
Implicit Feature Refinement for Instance SegmentationCode1
Fast Point TransformerCode1
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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