Detection of signals and their classification with image-recognition methods

被引:0
|
作者
V. A. Barkhatov
机构
[1] Russian Academy of Sciences,Institute of Metal Physics, Ural Division
关键词
Input Signal; Nondestructive Test; Radio Pulse; Information Space; Slag Inclusion;
D O I
暂无
中图分类号
学科分类号
摘要
A concept of image recognition is considered on the basis of a combination of signals that are close to the original. A new type of neuron is proposed, which implements an elementary recognition operation. Operation principles of some deterministic neural networks are considered. Examples of identification and classification of signals in the presence of distortions, noises, and interference are given.
引用
收藏
页码:227 / 236
页数:9
相关论文
共 50 条
  • [21] Fundus image classification methods for the detection of glaucoma: A review
    Saba, Tanzila
    Bokhari, Syedia Tahseen Fatima
    Sharif, Muhammad
    Yasmin, Mussarat
    Raza, Mudassar
    MICROSCOPY RESEARCH AND TECHNIQUE, 2018, 81 (10) : 1105 - 1121
  • [22] Development and Validation of an Automatic Image-Recognition Endoscopic Report Generation System: A Multicenter Study
    Qu, Jun-yan
    Li, Zhen
    Su, Jing-ran
    Ma, Ming-jun
    Xu, Chang-qin
    Zhang, Ai-jun
    Liu, Cheng-xia
    Yuan, Hai-peng
    Chu, Yan-liu
    Lang, Cui-cui
    Huang, Liu-ye
    Lu, Lin
    Li, Yan-qing
    Zuo, Xiu-li
    CLINICAL AND TRANSLATIONAL GASTROENTEROLOGY, 2021, 12 (01)
  • [23] An Image-Recognition Dietary Assessment App for Adolescents With Obesity: Pilot Randomized Controlled Trial
    Oei, Krista
    Choi, Elizabeth E. Y.
    Bar-Dayan, Alisa
    Stinson, Jennifer N.
    Palmert, Mark R.
    Alfonsi, Jeffrey E.
    Hamilton, Jill
    JMIR FORMATIVE RESEARCH, 2024, 8
  • [24] Visconti2-A Heterogeneous Multi-Core SoC for Image-Recognition Applications
    Uchiyama, Masato
    Arakida, Hideho
    Tanabe, Yasuki
    Ike, Tsukasa
    Tarnai, Takanori
    Banno, Moriyasu
    2012 IEEE HOT CHIPS 24 SYMPOSIUM (HCS), 2012,
  • [25] Insights into Image Understanding: Segmentation Methods for Object Recognition and Scene Classification
    Mohammed, Sarfaraz Ahmed
    Ralescu, Anca L.
    ALGORITHMS, 2024, 17 (05)
  • [26] Fuzzy cluster analysis: Methods for classification, data analysis and image recognition
    Rayward-Smith, VJ
    JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2000, 51 (06) : 769 - 770
  • [27] THE APPLICATION OF METHODS OF IMAGE RECOGNITION FOR CLASSIFICATION OF GEOMAGNETIC DISTURBANCES - MODIFICATION OF SOLUTIONS
    OL, GI
    EJGENSON, AM
    MIRONYUK, OM
    GEOMAGNETIZM I AERONOMIYA, 1984, 24 (05): : 842 - 843
  • [28] ECHOCARDIOGRAPHIC PROGNOSIS OF ACUTE MYOCARDIAL-INFARCTION BASED ON THE RESULTS OF THE APPLICATION OF IMAGE-RECOGNITION ALGORITHM
    NESVETOV, VN
    BERNSHTEIN, PB
    GORTSAKALYAN, EL
    ORLOV, MV
    SOVETSKAYA MEDITSINA, 1987, (12): : 88 - 91
  • [29] Performance evaluation of image enhancement methods for object detection and recognition
    Cai Tiefeng
    Zhu Feng
    Hao Yingming
    Fan Xiaopeng
    AOPC 2015: IMAGE PROCESSING AND ANALYSIS, 2015, 9675
  • [30] Methods of random signals recognition
    Bezruk, Valery
    TCSET 2006: MODERN PROBLEMS OF RADIO ENGINEERING, TELECOMMUNICATIONS AND COMPUTER SCIENCE, PROCEEDINGS, 2006, : 246 - 247