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Segmentation

Papers

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Showing 5301–5350 of 13072 papers

TitleStatusHype
Automatic Error Detection in Integrated Circuits Image Segmentation: A Data-driven Approach—0
Theoretical analysis and experimental validation of volume bias of soft Dice optimized segmentation maps in the context of inherent uncertainty—0
SLATE: A Sequence Labeling Approach for Task Extraction from Free-form Inked ContentCode0
Polite Teacher: Semi-Supervised Instance Segmentation with Mutual Learning and Pseudo-Label Thresholding—0
MyoPS-Net: Myocardial Pathology Segmentation with Flexible Combination of Multi-Sequence CMR Images—0
Learning to Annotate Part Segmentation with Gradient MatchingCode1
BriFiSeg: a deep learning-based method for semantic and instance segmentation of nuclei in brightfield imagesCode0
Evaluating Novel Mask-RCNN Architectures for Ear Mask Segmentation—0
ESKNet-An enhanced adaptive selection kernel convolution for breast tumors segmentationCode1
ISA-Net: Improved spatial attention network for PET-CT tumor segmentation—0
Rethinking the transfer learning for FCN based polyp segmentation in colonoscopyCode0
Generalizability of Deep Adult Lung Segmentation Models to the Pediatric Population: A Retrospective Study—0
High-Resolution Boundary Detection for Medical Image Segmentation with Piece-Wise Two-Sample T-Test Augmented Loss—0
Translated Skip Connections -- Expanding the Receptive Fields of Fully Convolutional Neural NetworksCode0
Analysing the effectiveness of a generative model for semi-supervised medical image segmentation—0
Joint Chinese Word Segmentation and Span-based Constituency Parsing—0
Using U-Net Network for Efficient Brain Tumor Segmentation in MRI Images—0
ImageCAS: A Large-Scale Dataset and Benchmark for Coronary Artery Segmentation based on Computed Tomography Angiography ImagesCode0
Quantifying Model Uncertainty for Semantic Segmentation using Operators in the RKHS—0
MALUNet: A Multi-Attention and Light-weight UNet for Skin Lesion SegmentationCode1
Unsupervised Model Adaptation for Source-free Segmentation of Medical Images—0
Phoneme Segmentation Using Self-Supervised Speech ModelsCode1
Distill and Collect for Semi-Supervised Temporal Action Segmentation—0
Hypergraph Convolutional Network based Weakly Supervised Point Cloud Semantic Segmentation with Scene-Level Annotations—0
Deep Learning Computer Vision Algorithms for Real-time UAVs On-board Camera Image Processing—0
A Joint Framework Towards Class-aware and Class-agnostic Alignment for Few-shot Segmentation—0
Fourier Disentangled Multimodal Prior Knowledge Fusion for Red Nucleus Segmentation in Brain MRI—0
Semantic SuperPoint: A Deep Semantic DescriptorCode1
CircleSnake: Instance Segmentation with Circle RepresentationCode0
Style Augmentation improves Medical Image Segmentation—0
Multifaceted Assessments of Traditional Chinese Word Segmentation Tool on Large Corpora—0
Seg&Struct: The Interplay Between Part Segmentation and Structure Inference for 3D Shape Parsing—0
Exploring Structure-Wise Uncertainty for 3D Medical Image Segmentation—0
MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic ModelCode3
Learning Melanocytic Cell Masks from Adjacent Stained Tissue—0
Tree Detection and Diameter Estimation Based on Deep LearningCode1
Two-Level Temporal Relation Model for Online Video Instance SegmentationCode0
Saliency Can Be All You Need In Contrastive Self-Supervised Learning—0
Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion SegmentationCode1
SL3D: Self-supervised-Self-labeled 3D RecognitionCode0
Self-Regularized Prototypical Network for Few-Shot Semantic Segmentation—0
Unsupervised Audio-Visual Lecture SegmentationCode1
TFormer: 3D Tooth Segmentation in Mesh Scans with Geometry Guided Transformer—0
Joint Sub-component Level Segmentation and Classification for Anomaly Detection within Dual-Energy X-Ray Security Imagery—0
Toward Unifying Text Segmentation and Long Document SummarizationCode1
Hyper-Connected Transformer Network for Multi-Modality PET-CT Segmentation—0
Automated analysis of diabetic retinopathy using vessel segmentation maps as inductive bias—0
U-Net-based Models for Skin Lesion Segmentation: More Attention and AugmentationCode1
Object Segmentation of Cluttered Airborne LiDAR Point CloudsCode1
Accelerating Diffusion Models via Pre-segmentation Diffusion Sampling for Medical Image Segmentation—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