A Threshold Selection Method from Gray-Level Histograms

1979/01/01 by Nobuyuki Otsu · 438 citations
Computer Science · Engineering · #Face and Expression Recognition #Industrial Vision Systems and Defect Detection #Neural Networks and Applications

paper · doi:10.1109/tsmc.1979.4310076

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• Background Pixel Removal for Near-Infrared Hyperspectral Images Based on the Pixel-Wise Standard Deviation of Reflectance
• Precision of an automated surface-based CT-RSA (asCTRSA) for assessing tibial implant migration: a porcine cadaver study and a clinical case
• Dementia Severity Classification under Small Sample Size and Weak Supervision in Thick Slice MRI
• RCNN-SliceNet: A Slice and Cluster Approach for Nuclei Centroid Detection in Three-Dimensional Fluorescence Microscopy Images
• PASS: Peer-agreement based sample selection for training with instance dependent noisy labels
• Automatic lesion detection, segmentation and characterization via 3D multiscale morphological sifting in breast MRI
• QUTCC: Quantile Uncertainty Training and Conformal Calibration for Imaging Inverse Problems
• Edge-competing Pathological Liver Vessel Segmentation with Limited Labels
• TL-SDD: A Transfer Learning-Based Method for Surface Defect Detection with Few Samples
• MHD Macroscopic ball analysis: An Open Toolkit for Analyzing Magnetic Particle Rotation in Viscous Media
• Classifying Fonts and Calligraphy Styles Using Complex Wavelet Transform
• Perception-based energy functions in seam-cutting
• Assessing Threat of Adversarial Examples on Deep Neural Networks
• Sorting sums of binary decision summands
• 3D Geometric salient patterns analysis on 3D meshes
• Understanding Important Features of Deep Learning Models for Transmission Electron Microscopy Image Segmentation
• Dim the Lights! -- Low-Rank Prior Temporal Data for Specular-Free Video Recovery
• Numerical investigation of thermal stresses induced interface delamination in plasma-sprayed thermal barrier coatings
• Handwritten Text Segmentation via End-to-End Learning of Convolutional\n Neural Network
• Texture to the Rescue: Practical Paper Fingerprinting based on Texture Patterns
• Robust Seed Mask Generation for Interactive Image Segmentation
• Fully Automated 3D Segmentation of MR-Imaged Calf Muscle Compartments: Neighborhood Relationship Enhanced Fully Convolutional Network
• A Novel Method for the Recognition of Isolated Handwritten Arabic Characters
• Bacterial foraging optimization based brain magnetic resonance image segmentation
• Evolutionary Feature-wise Thresholding for Binary Representation of NLP Embeddings
• Unsupervised image segmentation by Global and local Criteria Optimization Based on Bayesian Networks
• Open-Vocabulary Indoor Object Grounding with 3D Hierarchical Scene Graph
• Explicit analysis of magnetotactic bacteria motion reveals the length scaling of magnetic moments
• Automatic Parameter Estimation for the Discrete Algebraic Reconstruction Technique (DART)
• Are Crises Predictable? A Review of the Early Warning Systems in Currency and Stock Markets
• From Detection of Individual Metastases to Classification of Lymph Node Status at the Patient Level: The CAMELYON17 Challenge
• Computational analysis of laminar structure of the human cortex based on local neuron features
• Computer-Assisted Analysis of Biomedical Images
• A new approach to extracting coronary arteries and detecting stenosis in invasive coronary angiograms
• Quantifying Statistical Significance of Neural Network-based Image Segmentation by Selective Inference
• A reusable pipeline for large-scale fiber segmentation on unidirectional fiber beds using fully convolutional neural networks
• Unsupervised Anomaly Detection for X-Ray Images
• Securing Vehicle to Vehicle Communications using Blockchain through\n Visible Light and Acoustic Side-Channels
• Winsor-CAM: Human-Tunable Visual Explanations from Deep Networks via Layer-Wise Winsorization
• A Transfer Learning-Based Method for Water Body Segmentation in Remote Sensing Imagery: A Case Study of the Zhada Tulin Area
• Subject-Consistent and Pose-Diverse Text-to-Image Generation
• Cracking Instance Jigsaw Puzzles: An Alternative to Multiple Instance Learning for Whole Slide Image Analysis
• D-CNN and VQ-VAE Autoencoders for Compression and Denoising of Industrial X-ray Computed Tomography Images
• Measurement of MRI scanner performance with the ADNI phantom. [europepmc]
• Automatic segmentation of seven retinal layers in SDOCT images congruent with expert manual segmentation. [europepmc]
• CENP-C recruits M18BP1 to centromeres to promote CENP-A chromatin assembly. [europepmc]
• Dipy, a library for the analysis of diffusion MRI data. [europepmc]
• SIMA: Python software for analysis of dynamic fluorescence imaging data. [europepmc]
• SMASH - semi-automatic muscle analysis using segmentation of histology: a MATLAB application. [europepmc]
• Novel Approaches Reveal that Toxoplasma gondii Bradyzoites within Tissue Cysts Are Dynamic and Replicating Entities In Vivo. [europepmc]
• The wiring diagram of a glomerular olfactory system. [europepmc]
• mito-QC illuminates mitophagy and mitochondrial architecture in vivo. [europepmc]
• Photosynthesis-dependent H 2 O 2 transfer from chloroplasts to nuclei provides a high-light signalling mechanism. [europepmc]
• ChromEMT: Visualizing 3D chromatin structure and compaction in interphase and mitotic cells. [europepmc]
• PlantCV v2: Image analysis software for high-throughput plant phenotyping. [europepmc]
• Self-interaction of NPM1 modulates multiple mechanisms of liquid-liquid phase separation. [europepmc]
• A quantitative map of human Condensins provides new insights into mitotic chromosome architecture. [europepmc]
• Golgi stress mediates redox imbalance and ferroptosis in human cells. [europepmc]
• Neutrophil adhesion in brain capillaries reduces cortical blood flow and impairs memory function in Alzheimer's disease mouse models. [europepmc]
• Nucleus segmentation across imaging experiments: the 2018 Data Science Bowl. [europepmc]
• Regenerative lineages and immune-mediated pruning in lung cancer metastasis. [europepmc]
• In situ structural analysis of SARS-CoV-2 spike reveals flexibility mediated by three hinges. [europepmc]
• Deep learning-enabled breast cancer hormonal receptor status determination from base-level H&E stains. [europepmc]
• Quantitative image analysis of microbial communities with BiofilmQ. [europepmc]
• Genetic architecture of 11 organ traits derived from abdominal MRI using deep learning. [europepmc]
• SARS-CoV-2 infection induces the dedifferentiation of multiciliated cells and impairs mucociliary clearance. [europepmc]
• TransMed: Transformers Advance Multi-Modal Medical Image Classification. [europepmc]
• A whole-slide foundation model for digital pathology from real-world data. [europepmc]