Browsing Theses and dissertations by Author "Kumar, Pankaj"
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Analytical study of color spaces for object recognition in convolutional neural networks
Oza, Urvi (Dhirubhai Ambani Institute of Information and Communication Technology, 2019)In this work we present an analytical study of the classical problem of image recognition / classification using different color spaces and deep convolutional neural networks(CNNs). In the current decade deep CNN architectures ... -
Monkey detection using deep learning
Shingala, Mitalee (Dhirubhai Ambani Institute of Information and Communication Technology, 2019)NA -
On the efficacy of deep image denoising for computer vision applications
Shah, Manan Dharmendra (2021)Image denoising is a process of inverse reconstruction where the original image is reconstructed from its noisy observations. Several deep learning models have been developed for image denoising. Usually the performance ...