Browsing M Tech Dissertations by Author "Mandal, Srimanta"
Now showing items 1-8 of 8
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A Novel Image Colorization Architecture and UnderWater Image Color Correction Using Deep Neural Networks
Pipara, Arpit (2021)Image colorization has been an interesting and exciting research topic due to its “multi-modal” nature. Before the onset of deep learning, image colorization systems were not end-to-end and required a tremendous amount of ... -
Bag of words (BoW) generation from given features for optimizing feature matching in V-SLAM application
Varshney, Kratika (2020)The project aims at generation of Bag of words from given features for optimizing feature matching in V-SLAM application. Simultaneous localization and mapping (SLAM) is the process where an ego vehicle builds a global map ... -
Classification of Polarimetric SAR Images
Chaudhari, Nilamben (2021)Classification of terrain into different ground covers is one of the predominant applications of polarimetric SAR images. TheWishart classifier works well for major classification tasks. However, it is effective only for ... -
Creation of automation plugins for autosar tool
Gupta, Suesha (2020)Automotive system development is getting more complex due to several reasons such as exponential increase of automotive functionality and hence development of software time. Furthermore, nowadays each vehicle has more than ... -
Image and video super resolution using deep learning
Parikh, Dharit (Dhirubhai Ambani Institute of Information and Communication Technology, 2019)The aim of the Super-Resolution (SR) technique is to recover the High Resolution (HR) image from a Low Resolution (LR) image. It has applications in many computer vision areas such as medical imaging, face recognition and ... -
Single Image Dehazing for Homogeneous and Non-Homogeneous Haze using Deep Neural Network
Gajjar, Manan (2021)Image dehazing is an "ill-posed problem" that has been extensively studied in recent years. Available methods use various constraints/priors, deep learning, or a combination of both to get plausible dehazing solutions. ... -
Temporal Consistent Video Manipulation : Facial Expression Transfer video to video
Rajyaguru, Keval Atulkumar (2021)Facial expression transfer is an important problem in computer vision community due to its applicability in human computer interaction, facial animation, etc. Most of the existing approaches mainly deal with images. However, ... -
Video captioning
Laheri, Vishal Bharatkumar (2020)In recent years, models for video captioning task has been improved very much. Despite advancement, it is still impeded by hardware constraints. Video captioning models takes a sequence of images and caption as inputs, ...