Search by keyword: "computer vision"
Application of the deep learning method in solving the problem of identifying landmarks in the image
Authors: Nguyen Quy Thanh | Published: 19.12.2023 |
Published in issue: #11(88)/2023 | |
DOI: DOI: 10.18698/2541-8009-2023-11-950 | |
Category: Informatics, Computer Engineering and Control | Chapter: Information Technology. Computer techologies. Theory of computers and systems | |
Keywords: computer vision, convolutional neural network, image recognition, object detection, image processing, deep learning, artificial intelligence methods, DELF |
Review of methods for classifying human emotions for emotion recognition purposes
Authors: Rusanova E.G. | Published: 07.10.2022 |
Published in issue: #8(73)/2022 | |
DOI: DOI: 10.18698/2541-8009-2022-8-821 | |
Category: Informatics, Computer Engineering and Control | Chapter: System Analysis, Control, and Information Processing, Statistics | |
Keywords: emotions, emotion classification, emotion recognition, spontaneous emotions, static emotions, automatic classifiers, computer vision, intelligent systems, machine learning |
Development of a convolutional neural network model for the classification of Russian traffic signs
Authors: Matveev D.A., Petrunicheva A.S. | Published: 19.10.2020 |
Published in issue: #9(50)/2020 | |
DOI: DOI: 10.18698/2541-8009-2020-9-640 | |
Category: Informatics, Computer Engineering and Control | Chapter: System Analysis, Control, and Information Processing, Statistics | |
Keywords: computer vision, convolutional neural network, neural network training, image classification problem, traffic sign classification, Russian Traffic Sign Dataset, Google Colaboratory, Keras |
Application of the position determination method for detecting human limbs
Authors: Solntseva A.D, Solntsev D.S., Borde A.S. | Published: 03.09.2020 |
Published in issue: #8(49)/2020 | |
DOI: DOI: 10.18698/2541-8009-2020-8-632 | |
Category: Medical sciences | Chapter: Medical equipment and devices | |
Keywords: posture assessment, neural networks, diagnostics, machine learning, pattern recognition, digital image processing, artificial intelligence, computer vision |
Algorithm for determining the distance to the nearest work object
Authors: Cabrera Pantoha Jose Jesus | Published: 03.02.2020 |
Published in issue: #1(42)/2020 | |
DOI: DOI: 10.18698/2541-8009-2020-1-572 | |
Category: Mechanical Engineering and Machine Science | Chapter: Robots, Mechatronics, and Robotic Systems | |
Keywords: mobile robot, work object, television camera, image specific points, distance calculation, Harris detector, FAST detector, algorithm, computer vision |
The study of the movement of an android robot with computer vision
Authors: Sevastianov I.V. | Published: 28.01.2020 |
Published in issue: #1(42)/2020 | |
DOI: DOI: 10.18698/2541-8009-2020-1-568 | |
Category: Mechanical Engineering and Machine Science | Chapter: Robots, Mechatronics, and Robotic Systems | |
Keywords: robot, android, design, layout, trajectory, computer vision, transport, OpenCV library, control law, regulator |
The comparison of pattern recognition algorithms for semantic image analysis
Authors: Vasileva E.A. | Published: 04.03.2019 |
Published in issue: #3(32)/2019 | |
DOI: DOI: 10.18698/2541-8009-2019-3-447 | |
Category: Mechanical Engineering and Machine Science | Chapter: Robots, Mechatronics, and Robotic Systems | |
Keywords: computer vision, pattern recognition, machine learning, image classification, neural network, SVM algorithm, CatBoost algorithm, LightGBM algorithm, SGDClassifier algorithm |
Developing the measuring system for controlling the mechanical engineering objects while in operation with the use of computer vision systems
Authors: Stukalova A.D. | Published: 16.10.2018 |
Published in issue: #10(27)/2018 | |
DOI: DOI: 10.18698/2541-8009-2018-10-387 | |
Category: Instrument Engineering, Metrology, Information-Measuring Instruments and Systems | Chapter: Instruments and Measuring Methods | |
Keywords: computer vision, brightness-geometric characteristic of the image, morphological analysis, the product surface, non-destructive control, shaft, video camera, surface defects |
Neural network approach to verifying manual signature
Authors: Glushchenko N.A., Konnova N.S. | Published: 10.05.2018 |
Published in issue: #5(22)/2018 | |
DOI: DOI: 10.18698/2541-8009-2018-5-313 | |
Category: Informatics, Computer Engineering and Control | Chapter: Automation, Control of Technological Processes, and Industrial Control | |
Keywords: neutral network, perceptron, artificial intelligence, biometrics, computer vision, image processing, verification, manual signature |
Analysis of objects detection algorithms for the computer vision system of the fire extinguishing robot
Authors: Popov V.V. | Published: 30.01.2018 |
Published in issue: #2(19)/2018 | |
DOI: DOI: 10.18698/2541-8009-2018-2-252 | |
Category: Mechanical Engineering and Machine Science | Chapter: Robots, Mechatronics, and Robotic Systems | |
Keywords: computer vision, image recognition, image processing, loss function, linear classification algorithm, searching the nearest neighbor algorithm, neural networks |