Among the most prominent problems solved by machine learning (ML) techniques is that of image classification, and the best performing ML technique for solving this problem is the application of convolutional neural networks ...

Security and customer service are major issues all over the world. To take security a step ahead, CCTV cameras are being brought in, and now video analytic models are being applied to these CCTV feeds. Displaying data ...

Drones have become inexpensive and can be used to survey an area of interest and send real time data to the ground control station. However, low-cost drones suffer from the constraints of limited flight time due to battery ...

Integration of CCTV cameras and video analytics increase the value of the CCTV camera networks. Advanced analytics are needed almost everywhere, but they are not easy to de- velop and deploy. Luckily, the OpenCCTV ...

The process of splitting an image into specular and diffuse components is a fundamental problem in computer vision, because most computer vision al- gorithms, such as image segmentation and tracking, assume diffuse ...

With respect and sincere honor, I would like thank my parents for supporting me financially and encouraging me all the time while I was studying at the Asian Institute of Technology. I thank Dr. Matthew N. Dailey, my ...

The evolution of surveillance techniques in the modern era has powered AI to develop algorithms that provide numerous opportunities to improve security and well being. Surveillance cameras monitoring a wide field of view ...

This thesis will try to address the issue of requiring full size computers for applications whose compute requirements lead to a need for graphics processing unit (GPU) intensive processing needs. GPUs are powerful devices ...

The aim of the present paper is to design a way to perform character segmentation on license plates using convolutional neural networks without explicitely performing character recognition so as to keep the segmentation ...

Thailand has a very high road fatality rate. The main cause of road fatalities is non-use of motorcycle helmet. Regional and local governments are trying to prevent this problem through law enforcement, but this method ...