Fast CNN-Based Object Tracking Using Localization Layers and Deep Features Interpolation

Al-Hussein A. El-Shafie, Mohamed Zaki, Serag El-Din Habib

Object trackers based on Convolution Neural Network (CNN) have achieved state-of-the-art performance on recent tracking benchmarks, while they suffer from slow computational speed.…