M Tech Dissertations: Recent submissions
Now showing items 41-60 of 923
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Study of Traffic Simulation Model for Heterogeneous Traffic
(Dhirubhai Ambani Institute of Information and Communication Technology, 2023)Mixed-mode traffic, consisting of diverse vehicle types with varying characteristics,holds significant importance over homogeneous traffic scenarios. Unlike homogeneoustraffic, which comprises vehicles with similar attributes, ... -
Evaluation of Eventual Consistency and Linearizability in MongoDB
(Dhirubhai Ambani Institute of Information and Communication Technology, 2023)Sharding and replication are crucial techniques for scaling distributed systems,enabling data distribution across multiple nodes. However, as the number ofreplicas increases, maintaining consistency across them becomes ... -
Salient Object Super-resolution
(Dhirubhai Ambani Institute of Information and Communication Technology, 2023)Salient object super-resolution refers to enhancing the resolution and details ofsalient objects or regions in an image. It is a sub-field of image super-resolution,which aims to generate high-resolution salient object ... -
Unsupervised Cycle GAN based Homogeneous and Non-homogeneous Image Dehazing
(Dhirubhai Ambani Institute of Information and Communication Technology, 2023)Atmospheric phenomena like haze, fog, and smoke degraded image visibility. Asa result, there is less contrast, colour distortion, etc. in the obtained image. Inremote sensing, computer vision, and photography, haze reduction ... -
Location aware tumor segmentation on `MRI images
(Dhirubhai Ambani Institute of Information and Communication Technology, 2023)In our research, we introduce an innovative approach to the segmentation of braintumors, utilizing a convolutional neural network (CNN) architecture that incorporateslocalization awareness. This approach represents a ... -
Position Estimation of Intelligent Artificial Systems Using 3D Point Cloud
(Dhirubhai Ambani Institute of Information and Communication Technology, 2023)The three-dimensional reality collected by various sensors such as LiDAR scanners,depth cameras and stereo cameras, is represented by point cloud data. Thecapacity of point clouds to provide rich geometric information about ... -
Empirical Study Of Smartphones As An Edge Device
(Dhirubhai Ambani Institute of Information and Communication Technology, 2023)Increased automation and intelligence in computer systems have revealed Cloudbasedcomputing constraints such as unpredictable latency in safety-critical andperformance-sensitive applications. Features of smartphones attract ... -
Impact of Image Enhancement on Multi-Object Tracking in Underwater Scenario
(Dhirubhai Ambani Institute of Information and Communication Technology, 2023)This thesis examines the impact of image enhancement techniques on multi-objecttracking (MOT) performance using four deep learning models: Long Short-TermMemory (LSTM), Vision Transformer, Siamese Network, and Convolutional ... -
Splittable and Highly Connectable Degree Sequences
(Dhirubhai Ambani Institute of Information and Communication Technology, 2023)This work explores the broad domain of the relationship between graphs withthe same degree sequence, aiming to find a degree sequence characterization forcertain graph classes. Degree sequences represent the sequence of ... -
Non-Homogeneous Haze Removal Using Deep Neural Networks
(Dhirubhai Ambani Institute of Information and Communication Technology, 2023)Image Dehazing is a famous computer vision application that has been in the researcharea for the past decade. It involves reducing or removing haze/fog froman image to extract more information and make it more visually ... -
Schema Design and Evaluation for Cassandra
(Dhirubhai Ambani Institute of Information and Communication Technology, 2023)Cassandra is one of the widely used distributed database because of some featureslike fault tolerance, partition tolerance, seamless replication and scalability. However,designing the schema for Cassandra is a challenging ... -
Effect of Graphene Derivatives and its Concentration for Soil Moisture Sensing Properties
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)In this thesis work, we devised a different concentration and morphology of graphene oxidebased susceptible capacitive sensor. This sensor is designed as an inter digitated electrodes (IDE) and drop cast of chemically ... -
Similarities in Challenges faced by Developers: Investigations on Stack Overflow and GitHub
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)A large amount of rich data available in today�s world encounters a lot of opportunities to analyze the data and identify some useful patterns from them. However, dealing with such data requires automated frameworks and ... -
Privacy-Preserving Proximity Detection through Haversine Distance and Geo-Hash
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)Proximity implies computing suitable distance between nearby people and places. Proximity detection is very crucial to many multimedia applications. For instance, fatal incidents occur near forests if animals like elephants ... -
Indoor Localization Using Ambient Magnetic Fields
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)For over a decade, Indoor Localization has been a crucial topic among researchers. A multitude of localization solutions has been provided so far, including radio frequency based solutions like WiFi, Bluetooth and RFID ... -
Optimized Approach for Isolation of Version Number Attack in IoT Systems
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)Internet of Things (IoT) involves deploying low power and lossy networks, allowing communications among pervasive devices such as embedded sensors. A Different network may have different requirements, and hence the Routing ... -
What is my occupation?
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)The facial image of a person contains much rich information like gender, race, age, hairstyle, and other essential pieces of information that are related to a person�s occupation. Predicting or recognizing occupation is a ... -
ASIC Chip Design For Healthcare System
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)We presents an application-specific integrated circuit (ASIC) implementation suitable for healthcare applications, which employ RISC-V as a digital processing unit and the sensor interfacing circuits. The motivation for ... -
Modelling the effect of weather parameters on bird migration patterns
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)History views birds as mere messengers, but they are a critical part of our ecosystem. However, study shows that bird species are undergoing extinction over hundreds times faster than we thought. Bird conservation addresses ... -
Study of Consistency and Performance Trade-off in Cassandra
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)Cassandra is a type of columnoriented NoSQL database. It is a distributed database with great scalability and performance that can manage massive amounts of data that is not structured. The experiments performed as a part ...