OBJECT DETECTION ALGORITHMS FOR DIGITAL IMAGE PROCESSING
DOI:
https://doi.org/10.24867/16OI03GavrilovKeywords:
Computer Vision, Convolutional Neural Networks, object detection algorithms, digital image processingAbstract
The paper describes the concept of computer vision and gives examples of its use. The basic concepts of digital photo processing are explained and algorithms for detecting objects in digital photo processing are presented, which include insight into the fields of their use.
References
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[2] Ptucha, R., Petroski Such, F., Pillai, S., Brockler, F., Singh, V., & Hutkowski, P. (2019). Intelligent character recognition using fully convolutional neural networks. Pattern Recognition, 88, 604–613.
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[6] Dey, S., 2020. Python Image Processing Cookbook. Birmingham: Packt Publishing, Limited.
[7] H C, D. (2020, June). An Overview of You Only Look Once: Unified, Real-Time Object Detection. International Journal for Research in Applied Science and Engineering Technology, 607–609.
[8] Sundaramoorthy, K., G, M., & Marimuthu, R. (2019, July). OPTIMAL AND FAST HAND GESTURE RECOGNITION MODEL USING FASTER R-CNN. Recent Patents on Computer Science.
[9] Object Detection and Tracking using Faster R-CNN. (2019, September). International Journal of Recent Technology and Engineering, 4894–4900.
[2] Ptucha, R., Petroski Such, F., Pillai, S., Brockler, F., Singh, V., & Hutkowski, P. (2019). Intelligent character recognition using fully convolutional neural networks. Pattern Recognition, 88, 604–613.
[3] Prince, S. J. D. (2012). Computer Vision: Models, Learning, and Inference (1st ed.). Cambridge University Press.
[4] Jensen, J R. (1986) Introductory digital image processing: A remote sensing perspective. United States.
[5] Ribeiro, Sergio. (2014). USING SIMPLECV FOR SEED METADATA EXTRACTION INTO XML DOCUMENT. Iberoamerican Journal of Applied Computing. 4. 29.
[6] Dey, S., 2020. Python Image Processing Cookbook. Birmingham: Packt Publishing, Limited.
[7] H C, D. (2020, June). An Overview of You Only Look Once: Unified, Real-Time Object Detection. International Journal for Research in Applied Science and Engineering Technology, 607–609.
[8] Sundaramoorthy, K., G, M., & Marimuthu, R. (2019, July). OPTIMAL AND FAST HAND GESTURE RECOGNITION MODEL USING FASTER R-CNN. Recent Patents on Computer Science.
[9] Object Detection and Tracking using Faster R-CNN. (2019, September). International Journal of Recent Technology and Engineering, 4894–4900.
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Published
2022-03-06
Issue
Section
Information Systems Engineering
