M Tech Dissertations: Recent submissions
Now showing items 81-100 of 923
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What is my name?
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)The thesis work introduces a new concept of predicting the first name from the facial image. Several studies show a relationship between first names and facial features. The prediction problem here is treated as an image ... -
Cross-modal Remote Sensing Image Retrieval
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)Most of the conventional remote sensing (RS) retrieval approaches used today are often based on a single modality data framework. In today�s date, the need for multimodal and cross modal based approaches especially in the ... -
Self-Healing Instrumentation for Capacitive Based Agriculture Sensors
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)A digital system having a self-healing mechanism is becoming very promising and it is a kind of system upon which one can rely upon. It can detect failures or faults in the digital system and can fix them through self-healing ... -
PolSAR Image Classification using Complex-Valued CNN and Squeeze-Excitation Network
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)Terrain classification is one of the most crucial tasks when utilisation of polarimetric SAR images comes into the picture. This work explores the efficiency of various supervised deep learning algorithms that make use of ... -
Material based Mesh Deformation
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)Shape deformation is one of the fundamental techniques in geometry processing. Shape deformation algorithms aim to mimic 3D object deformations on digital representations of objects efficiently. Deformation refers to the ... -
Anomaly detection in videos
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)With the development of modern digital cameras and CCTVs, our cities and their important public places can now be monitored 24x7 around the clock. Traditional video analytics methods necessitate ongoing surveillance ... -
Cross-domain Person Re-identification
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)The problem of person reidentification has been getting much attention in the computer vision community. The task is to recognize pictures of the same indi� viduals in images with different backgrounds taken from ... -
Image Super-Resolution by Combining Non-Local Sparse Attention and Residual Channel Attention
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)Single Image Super Resolution (SISR) is an illposed problem that aims to gener ate a high resolution (HR) image from a single low resolution (LR) image. The low resolution image and its associated features are very rich ... -
Common Object Segmentation in Dynamic Image Collection using Attention Mechanism
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)Semantic segmentation of image groups is a crucial task in computer vision that aims to identify shared objects in multiple images. This work presents a deep neural network framework that exhibits congruity between images, ... -
Time Series Forecasting using various Machine Learning Models
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)Analysis of time series data is a challenging task in recent times. Statistical analysis of time series data and forecasting with the help of past data is a requirement in current times. The industry is looking forward to ... -
Generating Targeted Adversarial Attacks and Assessing their Effectiveness in Fooling Deep Neural Networks
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)Deep neural network (DNN) models have gained popularity for most image classification problems. However, DNNs also have numerous vulnerable areas. These vulnerabilities can be exploited by an adversary to execute a successful ... -
Person Re-identification in Surveillance Video
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)The Person Reidentification (Re-ID) task has gained popularity in recent times. Researchers are continuously looking to improve the accuracy of the existing person Re-ID systems. Identifying the person from the surveillance ... -
Development of Hybrid Models for Short Term Ocean Wave Height Forecasting
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)The significant wave height prediction plays a very crucial role in wave power generation. Apart from this, the hourly efficient prediction of SWH can significantly help to improve the decisions in maritime and offshore ... -
S-DIHE: Secure Deduplication of images based on Homomorphic Encryption
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)The cloud space is occupied with multiple versions of the same data, including images, text files, et. Cetera. Though cloud service providers (CSPs) are provid- ing very cost effective storage space but combating the ... -
Song Content Labeling using an Incremental Learning Approach
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)Multimedia Data Content Labeling has been a research area for a relatively long period. Researchers have spent a substantial amount of time focusing on classifying video sequences, music genres, and artists� classification. ... -
Video Object Detection and Identification in Dynamic Environment
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)Object Detection and Identification in the field of computer vision is widely regarded as one of the most difficult problems in computer science. Yet it is one of the most rising topics in recent years due to the advancement ... -
Self-Healing Power Management Unit for IoT Enabled Agricultural Systems
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)Self healing denotes the ability of a system to detect failures or faults and repair them and is progressively becoming a hopeful approach to designing dependable digital systems. Digitally advanced systems having planning ... -
Musculoskeletal Tissue Segmentation in CT Scan Images
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)Osteoarthritis (OA) is a common cause of painful knee joints among senior citizens. Osteoarthritis restricts the range of movement of the body. Senior citizens are particularly vulnerable, as limited mobility reduces their ... -
Private Contact Tracing based on Trajectory-data through Trusted Hardware
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)The COVID19 pandemic has triggered technical measures to halt the disease�s spread. One of the most promising solutions for this is private contact tracing (PCT). However, the recently suggested Bluetooth-based PCT has ... -
Comparative study of performance parameter of Phase-Locked Loops in CNTFET and CMOS technologies at deep sub-micron level
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)We discuss about the improving performance of PLL using CNTFETs with circuit architecture along with its simulation results. There is no such work presented before which illustrate the complete PLL design using ...