ALGORITMI DETEKCIJE OBJEKATA PRI DIGITALNOJ OBRADI FOTOGRAFIJE
Ključne reči:
Računarska vizija, konvolucione neuralne mreže, algoritmi detekcije objekata, digitalna obrada fotografije
Apstrakt
U radu je opisan pojam računarske vizije i dati su primeri njene upotrebe. Objašnjeni su osnovni koncepti digitalne obrade fotografije i dat je prikaz vrsta algoritama detekcije objekata pri digitalnoj obradi fotografije, koji obuhvata uvid u polja njihove upotrebe.
Reference
[1] Demush, R. (2019, February 26). A Brief History of Computer Vision (and Convolutional Neural Networks). Hacker Noon.
[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.
[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.
Objavljeno
2022-03-06
Sekcija
Inženjerstvo informacionih sistema
