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Bag of words (BoW) generation from given features for optimizing feature matching in V-SLAM application
(2020)
The project aims at generation of Bag of words from given features for optimizing feature matching in V-SLAM application. Simultaneous localization and mapping (SLAM) is the process where an ego vehicle builds a global map ...
Redactable blockchain and chameleon hash function characterization
(2020)
Redactable Blockchain – a framework that helps to rewriting or compress the data of blocks in blockchain technology. There are several reasons to use Redactable Blockchain, a necessity to edit or remove the relevant content ...
Kernel methods for data analysis
(2020)
Linear learning machines like perceptrons, support vector machines are potent machines for pattern recognition tasks. They generate hyperplane to separate classes. There are many such real-life problems where such linear ...
Counting number of minimum spanning trees
(2020)
The problem discussed in this thesis is "To find all k instances for given n, where 1 k nn��2, n is number of vertices and k is number of minimum weight spanning trees by any weight assignments to the edges of a complete ...
Device modelling and circuit designing using prominent neural network
(2020)
VLSI system is aggregation of millions of active and passive elements. Determination of different parameters of active elements and accurate value of passive elements for desired output characteristic is undoubtedly a ...
Improving the Quality of Data to be used for Text Classification task
(Dhirubhai Ambani Institute of Information and Communication Technology, 2021)
Text Classification is one of the most basic tasks of Natural Language Processing (NLP) and efforts have been made to improve the performance of the task by making changes to the classifier model. For any NLP problem, the ...
Structural properties of realization graphs
(2020)
All graphs considered in this thesis are simple undirected graphs with finite, nonempty vertex sets. Degree sequence is one of the simplest terms associated with a graph. However, most graph families are not degree determined. ...
Microwave NDT of textile composites using rectangular dielectric waveguide technique
(2020)
The Rectangular Dielectric Waveguide (RDWG) Technique is a Non-Destructive Technique (NDT) which uses microwaves to determine the complex permittivity (εr) and complex permeability (μr) of dielectric materials using ...
Sensors-based prediction of plant diseases using neural network
(2020)
Plant diseases could cause a loss to agricultural production and the economy; hence there is a need to develop prediction models for fast plant disease detection and assessment methods. These methods must not affect plant ...
Recognic console
(2020)
Users leave behind a large amount of data in digital footprints across different channels of engagement & consumption of products & services. Enterprises & governments are investing to adopt technology for efficiently ...