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Segmentation

Papers

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Showing 12951–13000 of 13072 papers

TitleStatusHype
DARCNN: Domain Adaptive Region-based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical ImagesCode0
BiCANet: Bi-directional Contextual Aggregating Network for Image Semantic SegmentationCode0
Beyond Traditional Approaches: Multi-Task Network for Breast Ultrasound DiagnosisCode0
Online Continual Domain Adaptation for Semantic Image Segmentation Using Internal RepresentationsCode0
DARC: Distribution-Aware Re-Coloring Model for Generalizable Nucleus SegmentationCode0
BEVal: A Cross-dataset Evaluation Study of BEV Segmentation Models for Autonomous DrivingCode0
CDRNet: Accurate Cup-to-Disc Ratio Measurement with Tight Bounding Box Supervision in Fundus Photography Using Deep LearningCode0
Adaptive Morphological Reconstruction for Seeded Image SegmentationCode0
Annotating Object Instances with a Polygon-RNNCode0
Investigating Self-Attention Network for Chinese Word SegmentationCode0
BEN: Using Confidence-Guided Matting for Dichotomous Image SegmentationCode0
Investigating Shift Equivalence of Convolutional Neural Networks in Industrial Defect SegmentationCode0
Investigating Shift-Variance of Convolutional Neural Networks in Ultrasound Image SegmentationCode0
Multi Kernel Estimation based Object SegmentationCode0
Benchmarking Scalable Epistemic Uncertainty Quantification in Organ SegmentationCode0
MaskDiffusion: Exploiting Pre-trained Diffusion Models for Semantic SegmentationCode0
Benchmarking Retinal Blood Vessel Segmentation Models for Cross-Dataset and Cross-Disease GeneralizationCode0
Benchmarking Label Noise in Instance Segmentation: Spatial Noise MattersCode0
Annolid: Annotate, Segment, and Track Anything You NeedCode0
BEDS: Bagging ensemble deep segmentation for nucleus segmentation with testing stage stain augmentationCode0
Invisible Marker: Automatic Annotation of Segmentation Masks for Object ManipulationCode0
An Image Segmentation Model with Transformed Total VariationCode0
BCS-Net: Boundary, Context and Semantic for Automatic COVID-19 Lung Infection Segmentation from CT ImagesCode0
Multi-label Cloud Segmentation Using a Deep NetworkCode0
Bayesian QuickNAT: Model Uncertainty in Deep Whole-Brain Segmentation for Structure-wise Quality ControlCode0
DAN-NucNet: A dual attention based framework for nuclei segmentation in cancer histology images under wild clinical conditionsCode0
Multi-Layer Dense Attention Decoder for Polyp SegmentationCode0
iResSENet: An Accurate Convolutional Neural Network for Retinal Blood Vessel SegmentationCode0
Dam reservoir extraction from remote sensing imagery using tailored metric learning strategiesCode0
Bayesian Generative Models for Knowledge Transfer in MRI Semantic Segmentation ProblemsCode0
Bayesian Adaptive Superpixel SegmentationCode0
Iris Recognition with Image Segmentation Employing Retrained Off-the-Shelf Deep Neural NetworksCode0
DADA: Depth-aware Domain Adaptation in Semantic SegmentationCode0
IRNet: Instance Relation Network for Overlapping Cervical Cell SegmentationCode0
IRS: Incremental Relationship-guided Segmentation for Digital PathologyCode0
DABNet: Depth-wise Asymmetric Bottleneck for Real-time Semantic SegmentationCode0
MaskFusion: Real-Time Recognition, Tracking and Reconstruction of Multiple Moving ObjectsCode0
BANet: Bidirectional Aggregation Network with Occlusion Handling for Panoptic SegmentationCode0
NeuroNet: Fast and Robust Reproduction of Multiple Brain Image Segmentation PipelinesCode0
Adaptive Memory Management for Video Object SegmentationCode0
D3S -- A Discriminative Single Shot Segmentation TrackerCode0
BAISeg: Boundary Assisted Weakly Supervised Instance SegmentationCode0
ISDA: Position-Aware Instance Segmentation with Deformable AttentionCode0
Adaptive Masked Proxies for Few-Shot SegmentationCode0
Cyto R-CNN and CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological imagesCode0
An expert-driven data generation pipeline for histological imagesCode0
Orthogonal Ensemble Networks for Biomedical Image SegmentationCode0
Cyclic Guidance for Weakly Supervised Joint Detection and SegmentationCode0
Multi-level Asymmetric Contrastive Learning for Volumetric Medical Image Segmentation Pre-trainingCode0
A New Three-stage Curriculum Learning Approach to Deep Network Based Liver Tumor SegmentationCode0
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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