Vision based active target tracking

Advisor: Prof. Mangal Kothari, Aerospace Engineering, IIT Kanpur, India

Network Architecture

• Improved upon an existing Siamese neural network based object tracker by designing a LSTM based memory network
• This auxiliary system learnt a motion model of the tracked objects and improved tracking accuracy in cases of occlusion
• The project report can be downloaded from here.