4 papers
To Filter Prune, or to Layer Prune, That Is The Question
Sara Elkerdawy, Mostafa Elhoushi, Abhineet Singh +2
Recent advances in pruning of neural networks have made it possible to remove a large number of filters or weights without any perceptible drop in accuracy. The number of parameter…
Animal Detection in Man-made Environments
Abhineet Singh, Marcin Pietrasik, Gabriell Natha +3
Automatic detection of animals that have strayed into human inhabited areas has important security and road safety applications. This paper attempts to solve this problem using dee…
River Ice Segmentation with Deep Learning
Abhineet Singh, Hayden Kalke, Mark Loewen +1
This paper deals with the problem of computing surface ice concentration for two different types of ice from digital images of river surface. It presents the results of attempting…
Modular Decomposition and Analysis of Registration based Trackers
Abhineet Singh, Ankush Roy, Xi Zhang +1
This paper presents a new way to study registration based trackers by decomposing them into three constituent sub modules: appearance model, state space model and search method. It…