DRSR@DA-IICT: Recent submissions

Now showing items 21-40 of 1148

    • Optimizing Routing Performance in Flying Ad-hoc Networks using an Adaptive Hello Interval Scheme 

      Telavane, Jui Sunil (Dhirubhai Ambani Institute of Information and Communication Technology, 2023)
      Hello messaging is a widely used scheme to obtain local link connectivity infor- mation. Traditional routing protocols that are used for FANETs scenarios, includ- ing the well-known Ad hoc On-Demand Distance Vector Routing ...

    • Human Activity Recognition using Two-stream Attention Based Bi-LSTM Networks 

      Bhandarkar, Vaidehi (Dhirubhai Ambani Institute of Information and Communication Technology, 2023)
      Human Activity Recognition (HAR) is a challenging task that aims to identify theactions of humans from various data sources. Recently, deep learning methodshave been applied to HAR using RGB (Red, Green and Blue) videos, ...

    • Single Image De-raining Using Convolutional Neural Network 

      Gajera, Pinak (Dhirubhai Ambani Institute of Information and Communication Technology, 2023)
      Rain streaks vary in size, quantity, and direction, making removing them from individualimages difficult. Recent advancements in deep learning, especially thoseusing CNN-based techniques, have shown promising results in ...

    • Analysis of social interaction, crowd density and mobility pattern using smartphone sensing 

      Mehta, Dhara Vipinkumar (Dhirubhai Ambani Institute of Information and Communication Technology, 2023)
      The smartphone has become an important part of human life and with their in-tegrated sensor ecosystem, they offer a practical platform for analyzing humanbehavioral patterns. Traditionally, studies done till now in this ...

    • Content-Based Video Retrieval Based on Integration of Wavelet Transform, Color and Texture Features 

      Thakkar, Jahanvi (Dhirubhai Ambani Institute of Information and Communication Technology, 2023)
      High-resolution, large-sized videos can now be transferred due to the fast developmentof information and communication technology, and video applicationshave developed in line with data quality levels. The applications of ...

    • Quantile Regression and Deep Learning Models for Air Quality Analysis and Prediction in Delhi City 

      Jha, Gaurav (Dhirubhai Ambani Institute of Information and Communication Technology, 2023)
      Quantile regression models have gained popularity among researchers these days.The mean regression model estimates the mean of yi given x. But in some applications,estimation of the quantiles of yi given x is not very ...

    • Explanations by Counterfactual Argument in Recommendation Systems 

      Pathak, Yash (Dhirubhai Ambani Institute of Information and Communication Technology, 2023)
      In recent advances in the domains of Artificial Intelligence (AI) and MachineLearning (ML), complex models are used. Due to their complexity and approaches,they have black box type of nature and raise the question of a ...

    • Uncertainty Modeling in Significant Wave Height Forecast 

      Savaliya, Harshkumar Mukeshbhai (Dhirubhai Ambani Institute of Information and Communication Technology, 2023)
      This thesis proposes different variants of LSTM models for point and probabilisticforecasting of significant wave height (SWH), a crucial component of wave energy.SWH forecasting is challenging due to ocean waves� complex ...

    • A Static Analysis Approach for Ethereum Smart Contracts 

      Vaishnavi (Dhirubhai Ambani Institute of Information and Communication Technology, 2023)
      The Ethereum blockchain market has grown in prominence in recent years, enablingthe daily trading of billions of dollars. Smart contracts are programs thatare written in Solidity language and are executed on the Ethereum ...

    • Dynamic User Intent Modeling for Conversational Recommendation using Long Short-Term Memory 

      Mansuri, Juned (Dhirubhai Ambani Institute of Information and Communication Technology, 2023)
      The rapid growth of conversational recommendation systems has revolutionizedhow users interact with recommender systems. However, accurately capturingand understanding user intent in dynamic conversational settings remains ...

    • Smartphones as Computing Platforms: An all-in-one Mobile Application 

      Trivedi, Jaineel Udayan (Dhirubhai Ambani Institute of Information and Communication Technology, 2023)
      Advancements in technology have led to more intelligent computing systems, butserver-based computing presents itself with network delay and high energy consumptionleading to significant carbon footprints. A lag in computing ...

    • Design Web Application For IoT Enabled Agriculture Sensor Systems 

      Sheth, Yash (Dhirubhai Ambani Institute of Information and Communication Technology, 2023)
      Application Design plays a crucial role in Internet of Things (IoT) systems, servingas the data repository for IoT nodes. Additionally, web applications are widelyutilized for data analysis and offer remote accessibility. ...

    • Automated Handwritten Answer Sheet Evaluation System Using Deep Learning Methods 

      Ratanghayara, Khushali (Dhirubhai Ambani Institute of Information and Communication Technology, 2023)
      Automation has gained significant prominence in various technological domains,offering the potential to streamline processes and minimize human error. Eventhough it is believed that education and the process of teaching-learning ...

    • Graph Neural Network Based Semantic Mapping and Classification of Dataset for Robotics Applications 

      Sharma, Devesh (Dhirubhai Ambani Institute of Information and Communication Technology, 2023)
      In the field of Robotics, deriving meaningful insights from spatial information ispivotal. Our objective was to work with 2D dataset as 3D datasets are relativelymore time consuming as our target is to objective was to do ...

    • Analyzing Functional Connectivity Networks in the Brain and the Relationshipof Node-Level Characteristics 

      Patel, Dhairya Bhaveshkumar (Dhirubhai Ambani Institute of Information and Communication Technology, 2023)
      It might be difficult to comprehend how the brain functions and how its structureand function interact because it is the body�s most complicated organ. Recentadvances in the non-invasive measurement techniques of brain ...

    • Design of 4-bit Barrel Shifter in Quantum Dot Cellular Automata 

      Kollipara, Sai Sree Rohini (Dhirubhai Ambani Institute of Information and Communication Technology, 2023)
      This thesis proposes the design of a 4-bit barrel shifter using Quantum DotCellular Automata (QCA) technology. With decreasing feature size, CMOS technologyfaces various challenges like leakage current, drain induced barrier ...

    • Automatic localization of anatomical landmarks in 2D MRI localizer sequence using deep convolutional neural network 

      Shah, Divya (Dhirubhai Ambani Institute of Information and Communication Technology, 2023)
      In Medical Imaging of the brain, especially Magnetic Resonance Imaging (MRI), localizing various anatomical landmarks like the Anterior and Posterior Commissure (A.C./P.C.) and Mid-Sagittal plane (MSP) is crucial for good ...

    • Multi-Model Person Re-identification: Combining Facial and Body Features 

      Bharadwaj, Hemani (Dhirubhai Ambani Institute of Information and Communication Technology, 2023)
      In the surveillance industry, Person Re-identification (Re-ID) is significant as it matches a person�s appearance across multiple non-overlapping cameras. How-ever, this task is challenging due to changes in camera viewpoints, ...

    • Evaluation of Personalized Summarization 

      Vansh, Rahul Bhanjibhai (Dhirubhai Ambani Institute of Information and Communication Technology, 2023)
      This research aims to address the limitations in evaluating the personalization ofa summarizer model solely based on its accuracy. Current accuracy-based measures,such as ROUGE, fail to consider subjectivity when evaluating ...

    • Tissue-Specific Analysis of Super Resolution Methods for Medical Images 

      Doshi, Nisarg (Dhirubhai Ambani Institute of Information and Communication Technology, 2023)
      Image super-resolution (SR) techniques are widely used in various domains toenhance the resolution of low-resolution images, producing visually appealinghigh-resolution versions. However, regarding medical images, SR methods ...