Objects detection and recognition system using artificial neural networks and drones

2017 Signal Processing Symposium, SPSympo 2017

Volumn , Issue , 2017, Pages

  Pietrow, Dymitr ^a   Matuszewski, Jan ^a  

^a MILITARY UNIVERSITY OF TECHNOLOGY   (Poland)

Author keywords

detection; drones; neural networks; recognition

Indexed keywords

AIRCRAFT DETECTION; DRONES; ERROR DETECTION; NEURAL NETWORKS; SIGNAL PROCESSING; UNMANNED AERIAL VEHICLES (UAV);

DIGITAL IMAGE; FURTHER DEVELOPMENT; OBJECTS DETECTION; PERSON IDENTIFICATION; PROCESSING ALGORITHMS; RECOGNITION; RECOGNITION SYSTEMS; SUB-SYSTEMS;

OBJECT DETECTION;

EID: 85034732805     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SPS.2017.8053689     Document Type: Conference Paper

References (15)

1. Wikipedia the free encyclopedia, Digital Image, https://en.wikipedia.org/wiki/Digital-image, (access 19.10 2015
2. Wikipedia The Free Encyclopedia, Bitmap: https://en.wikipedia.org/wiki/Bitmap (access 19.10.2015).
3. Osowski S.: Sieci neuronowe do przetwarzania informacji. Oficyna Wydawnicza Politechniki Warszawskiej, Warszawa, 2006.
4. Neural Network-Based Face Detection: http://www.informedia.cs.cmu.edu/documents/rowley-ieee.pdf (access 19.10.2015).
5. Rozpoznawanie twarzy za pomoca sieci neuronowych: http://www.michalbereta.pl/dydaktyka/KPO/Rozpoznawanie%20twarzy.pdf (access 28.05.2017).
6. Megatutorial-Od zera do gier kodera: http://xion.org.pl/productions/texts/coding/megatutorial/(access 28.05.2017).
7. Microsoft Software Developer Network (MSDN), Visual Studio IDE Users Guide: https://msdn.microsoft.com/en-us/library/jj620919(v=vs.120).aspx (access 19.10.2015).
8. Gregory K., Miller A.: C++ AMP Accelerated Massive Parallelism with Microsoft Visual C++. OReilly Media, Inc, 1005 Graven stein Highway North Sebastopol, California 95472.
9. Tutorials for modern OpenGL (3.3+): http://www.opengl-Tutorial.org (access 28.05.2017).
10. Efficient Histogram-Based Sliding Window: http://msr-waypoint.com/en-us/people/yichenw/cvpr10-ehsw.pdf (access 05.11.2015).
11. Stanislaw Osowski.: Sieci neuronowe w ujeciu algorytmicznym, Warszawa, Wydawnictwo Naukowo Techniczne, 1996.
12. Learning to Compare Image Patches via Convolutional Neural Networks: http://www.cv-foundation.org/openaccess/content-cvpr-2015/papers/Zagoruyko-Learning-To-Compare-2015-CVPR-paper.pdf (access 28.05.2017).
13. Raspberry PI: https://www.raspberrypi.org/(access 28.05.2017).
14. TCP/IP Python Communication: https://wiki.python.org/moin/TcpCommunication (access 28.05.2017).
15. Open Source Computer Vision (OpenCV): http://opencv.org/(access 28.05.2017).