Theses and dissertations: Recent submissions

Now showing items 121-140 of 1148

    • Time Series Forecasting using various Machine Learning Models 

      Shah, Varun (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 

      Gajjar, Shivangi Bharatbhai (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 

      Shah, Abhishek (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 

      Jain, Shantanu (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 

      Patel, Nimmi (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 

      Pol, Anand (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 

      Shah, Mahir Manishbhai (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 

      Aswani, Vivek (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 

      Ranjan, Raushan (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 

      Kurkiya, Astha (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 

      Tomar, Shubham (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 ...

    • CORMS: A GitHub and Gerrit based Hybrid Code Reviewer Recommendation Approach for Modern Code Review 

      Pandya, Prahar (Dhirubhai Ambani Institute of Information and Communication Technology, 2022)
      Modern Code review (MCR ) techniques are widely adopted in both open source software platforms and organizations to ensure the quality of their software products. However, the selection of reviewers for code review is ...

    • Deep Learning based Nuclei Segmentation in Histopathological Images: A perspective on Image Normalization 

      Vaishnani, Kishankumar (Dhirubhai Ambani Institute of Information and Communication Technology, 2022)
      Histopathology is the diagnosis and study of the different tissues. For diagnosis of different diseases, there are parameters like nuclei count, anatomy of nuclei, etc. However, identifying these parameters manually is a ...

    • Agrim : An Interactive Application For Farmer's Assistance to Avail Government schemes. 

      Kadegia, Ajay (Dhirubhai Ambani Institute of Information and Communication Technology, 2022)
      Agriculture is a vital industry for the Indian economy, it's not only a way of earning but so has been a way of living since ancient times.Saurashtra, Gujarat is one such region, dominated by Agriculture. Here, I am focusing ...

    • Synergy : Learning aid for raising constitutional awareness 

      Mishra, Diksha (Dhirubhai Ambani Institute of Information and Communication Technology, 2022)
      A country is run by the government, judicial bodies, its people, and most importantly by the Constitution. The Constitution serves as the backbone of the country. It is the collection of many rules and principles that ...

    • HAQ SE HAWKER : Bridging the communication gap between Street Vendors and e Street Vendors (Protection of Livelihood and Regulation of Street Vending) Act, 2014 

      Ahmed, Irshad (Dhirubhai Ambani Institute of Information and Communication Technology, 2022)
      Street Vendors have been there since ancient times. In all civilizations whether ancient or medieval, one can easily nd records of traveling merchants who not only sold their goods in town but also traded with neighboring ...

    • Smriti Hin Sopun : The forgotten dreams of the Youth of Assam 

      Bhowmick, Sushmita (Dhirubhai Ambani Institute of Information and Communication Technology, 2022)
      This project is a short documentary film which reflects the huge issue of School dropout in Assam. The people are so busy that they are often neglect the huge social phenomenon that is going on in their neighbourhood. But ...

    • Content Based Video Retrieval using Local Ternary Pattern Feature 

      Shah, Sheel Rikeshkumar (Dhirubhai Ambani Institute of Information and Communication Technology, 2022)
      In the 21st century, image and video repositories have been increasing drastically.This is attracting visual based smart city solutions for transport, healthcare, healthcare,safety, hospitality, sports visuals, etc. Effective ...

    • UMEED : Inside The Central Braille Press, Dehradun 

      Dubey, Shourya (Dhirubhai Ambani Institute of Information and Communication Technology, 2022)
      In order to make education accessible to people with visual impairments, the Government of India has been putting in constant efforts. One of the prime examples of this effort is The Central Braille Press which was established ...

    • Vyapar Bandhu : A financial literacy application for small business owners 

      Mandal, Aroma (Dhirubhai Ambani Institute of Information and Communication Technology, 2022)
      In the last few decades, the Indian Govt has introduced several loans to improve the financial situation of the rural people. There have been many improvements in financial aid, but still, there is a lack of financial ...