[go: up one dir, main page]

Povoroznyuk et al., 2019 - Google Patents

Formalisation of the problem of the matched morphological filtering of biomedical signals and images

Povoroznyuk et al., 2019

Document ID
9743618601835359798
Author
Povoroznyuk A
Filatova A
Kozak L
Danilkov S
Sherbakov O
Omiotek Z
Kalimoldayev M
Publication year
Publication venue
Information Technology in Medical Diagnostics II

External Links

Snippet

The formalised approach is developed to analyse biomedical signals and images with locally concentrated features on the basis of matched morphological filtering, which take into account the models of the useful signal. The morphological matching coefficient and the …
Continue reading at www.taylorfrancis.com (other versions)

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30004—Biomedical image processing
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/36—Image preprocessing, i.e. processing the image information without deciding about the identity of the image
    • G06K9/46—Extraction of features or characteristics of the image
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G06T7/0012—Biomedical image inspection
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/62—Methods or arrangements for recognition using electronic means
    • G06K9/6217—Design or setup of recognition systems and techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10116—X-ray image
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/62—Methods or arrangements for recognition using electronic means
    • G06K9/6267—Classification techniques
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20112—Image segmentation details
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/00006—Acquiring or recognising fingerprints or palmprints
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/40—Analysis of texture
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/00885—Biometric patterns not provided for under G06K9/00006, G06K9/00154, G06K9/00335, G06K9/00362, G06K9/00597; Biometric specific functions not specific to the kind of biometric
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/20—Image acquisition
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00—Image enhancement or restoration, e.g. from bit-mapped to bit-mapped creating a similar image
    • G06T5/007—Dynamic range modification
    • G06T5/008—Local, e.g. shadow enhancement
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K2209/00—Indexing scheme relating to methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K2209/05—Recognition of patterns in medical or anatomical images
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F19/00—Digital computing or data processing equipment or methods, specially adapted for specific applications
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Detecting, measuring or recording for diagnostic purposes; Identification of persons
    • A61B5/117—Identification of persons

Similar Documents

Publication Publication Date Title
CN106682435B (en) System and method for automatically detecting lesion in medical image through multi-model fusion
Farooq et al. Automatic lesion detection system (ALDS) for skin cancer classification using SVM and neural classifiers
Husham et al. Comparative analysis between active contour and otsu thresholding segmentation algorithms in segmenting brain tumor magnetic resonance imaging
US20200074634A1 (en) Recist assessment of tumour progression
US20200074631A1 (en) Systems And Methods For Identifying Implanted Medical Devices
CN116864109B (en) Medical image artificial intelligence auxiliary diagnosis system
CN110648318A (en) Auxiliary analysis method and device for skin diseases, electronic equipment and storage medium
Rani et al. Radon transform-based improved single seeded region growing segmentation for lung cancer detection using AMPWSVM classification approach
CN116824173A (en) Medical image processing methods, equipment and storage media
Li et al. A multiscale approach to retinal vessel segmentation using Gabor filters and scale multiplication
Bhattacharya et al. A new approach to automated retinal vessel segmentation using multiscale analysis
Lee et al. Unsupervised domain adaptation for low-dose computed tomography denoising
CN118279303B (en) Medical image intelligent diagnosis method and system based on deep learning
Povoroznyuk et al. Formalisation of the problem of the matched morphological filtering of biomedical signals and images
Pundhir et al. Towards ethical dermatology: Mitigating bias in skin condition classification
Povoroznyuk et al. Development of method of matched morphological filtering of biomedical signals and images
EP2178046A2 (en) Multi-image correlation
CN115035312B (en) Similarity determination method, device, electronic device and storage medium
CN118071746A (en) Ultrasonic image data management system and method based on artificial intelligence
Rahmani et al. Retinal blood vessel segmentation using gabor filter and morphological reconstruction
CN116777962A (en) Two-dimensional medical image registration method and system based on artificial intelligence
Agafonova et al. Meningioma detection in MR images using convolutional neural network and computer vision methods
Abbas et al. F-Test and One-Way ANOVA for Medical Images Diagnosis
Shaziya et al. Comprehensive review of automatic lung segmentation techniques on pulmonary CT images
Stalin et al. Breast Cancer Diagnosis from Low Intensity Asymmetry Thermogram Breast Images using Fast Support Vector Machine