DRSR@DA-IICT: Recent submissions
Now showing items 41-60 of 1001
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Analytics on Bird Migration
(2021)Global warming presents an immediate danger to all life on Earth. Recent changes in the climate has been linked to changes in the migration phenologies of avian species around the world. The aim of this thesis is to study ... -
SmartPT: PayTree with Smart Contracts
(2021)There are several challenges in designing micropayment schemes for use in realworld applications such schemes need to be reliable, safe and efficient. A summary of various techniques by multiple researchers try to overcome ... -
Region based multiple object tracking with LSTM supported trajectories
(2021)Object Tracking is the growing field in the area of computer vision with its demands in various areas in monitoring and surveillance. Areas of surveillance can be improved with proper and efficient trackers which can ensure ... -
A Novel Image Colorization Architecture and UnderWater Image Color Correction Using Deep Neural Networks
(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 ... -
Development of Neural Machine Translation Systems for Indian Languages
(2021)Machine Translation has became a very promising field with the recent advent of Neural Machine Translation (NMT) systems.A lot of work has been done in a small span of time, starting from bilingual models to complex ... -
On the efficacy of deep image denoising for computer vision applications
(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 ... -
Single Image Dehazing for Homogeneous and Non-Homogeneous Haze using Deep Neural Network
(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. ... -
English Handwritten Word Recognition
(2021)Today, tons of data is being generated every day and this helps with the automation of several tasks. Automated recognition of handwritten words from images is one such challenging task. This can be done by extracting the ... -
Emotion detection in conversations
(2021)Emotion detection in conversations is emerging as an important research area because it has the ability to mine opinions from conversational datasets available publicly on various social media platforms. Emotion detection ... -
Presentation Attack Detection in Face Recognition System
(2021)One of the quickest, most precise and easily available biometric recognition system is Face recognition. These systems have wide range of uses like phone verification, payment method security checks, border control and ... -
Design and Implementation of AI Accelerator based Coprocessor for IoT node using RISC-V ISA
(2021)Semiconductor industry has seen a considerable amount of growth in the processor industry. The design of a processor is focused on two aspects namely power and performance. Hardware acceleration is an efficient method to ... -
Image Super Resolution Using Deep Neural Networks
(2021)The recent outbreak of COVID-19 has motivated researchers to contribute in the area of medical imaging using artificial intelligence and deep learning. Superresolution (SR), in the past few years, has produced remarkable ... -
Temporal Consistent Video Manipulation : Facial Expression Transfer video to video
(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, ... -
Document Language Classification Using Deep Learning Approaches
(2021)Optical character recognition (OCR) refers to the task of recognizing the characters or text from digital document images. OCR is a widely researched area for the past many years due to its applications in various fields. ... -
Analyzing Developer Sentiment throughout Development Process
(2021)Emotions plays a major role in productivity, quality and job satisfaction. In this thesis, I have analyzed sentiments of developer on GitHub based on the comments of different open source projects and analyze their ... -
Deep Learning based approach for Handwritten Gujarati Word Image Matching
(2021)Information retrieval from scanned handwritten digital copies is a very challenging task especially in Indian scripts like Gujarati due to the presence of joint and conjuct characters as well as matras, cursive nature and ... -
Combining Model Based Testing and Automated Analysis of Behavioural Models using GraphWalker and UPPAAL
(2021)Software testing is continuously evolving and Model-based testing (MBT) is one such test automation strategy. MBT involves the generation of tests by executing a model created by studying the requirements of the System ... -
Design of Voice Privacy System
(2021)Extensive use of Intelligent Personal Assistants (IPA) and biometrics in our day to day life asks for privacy preservation while dealing with personal data. To that effect, efforts have been made to preserve the personally ... -
Data Augmentation Using CycleGAN for Children’s ASR43e
(2021)Extensive use of voice assistants by children in their day-to-day life activities asks for better performance of Automatic Speech Recognition (ASR) for children’speech. The recent advancements in ASR perform better for ... -
Voice Liveness Detection Using Modified Group Delay Functions
(2021)Automatic Speaker Verification (ASV) system is a key element of the voice biometric system. With the recent advancement in technology, spoofing attacks have also progressed drastically. In spoofing attack, attacker tries ...