3 papers
cs.CV2021
Zoom, Enhance! Measuring Surveillance GAN Up-sampling
Jake Sparkman, Abdalla Al-Ayrot, Utkarsh Contractor
Deep Neural Networks have been very successfully used for many computer vision and pattern recognition applications. While Convolutional Neural Networks(CNNs) have shown the path t…
cs.CV2018
CNNs for Surveillance Footage Scene Classification
Utkarsh Contractor, Chinmayi Dixit, Deepti Mahajan
In this project, we adapt high-performing CNN architectures to differentiate between scenes with and without abandoned luggage. Using frames from two video datasets, we compare the…
cs.LG2018
Language Modeling with Generative Adversarial Networks
Mehrad Moradshahi, Utkarsh Contractor
Generative Adversarial Networks (GANs) have been promising in the field of image generation, however, they have been hard to train for language generation. GANs were originally des…