Search Results - (( using codification based algorithm ) OR ( data visualization matching algorithm ))
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KNN Algorithm to Determine Optimum Agricultural Commodities in Smart Farming
Published 2023“…At the end of this study, data visualization showed the types of plants that match the case examples from a field. …”
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An improved plant identification system by Fuzzy c-means bag of visual words model and sparse coding
Published 2020“…This demonstrate the intensity of the correlation between that aspect of data and a specific cluster. In the classic Bag of visual words model, the Fuzzy c-means algorithm is replaced with K-means and the accuracy of SIFT matching is increased. …”
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Innovative algorithm for easing VIP's navigation by avoiding obstacles and finding safe routes
Published 2023“…Big data; Bioinformatics; Computer vision; Image matching; Navigation; Obstacle detectors; Units of measurement; Autonomous Vehicles; Ground planes; Obstacle detection; RANSAC; Visually impaired persons; Algorithms…”
Conference Paper -
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Converged Classification Network For Matching Cost Computation
Published 2020“…The stereo matching algorithm capable of producing the disparity or depth map in computer. …”
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The Development of Color Based Visual Search Utility
Published 2001“…Finally, a binary search algorithm was used to match and display images requested. …”
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Thesis -
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Preserving the topology of self-organizing maps for data analysis: A review
Published 2020“…This paper presents detail explanation on SOM learning algorithm and its applications. Some issues related to SOM's architecture are also discussed, namely the formulation of training data from input samples, and the Best Matching Unit (BMU) identification for better visualization of large datasets, and improvement made to the SOM algorithm.…”
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Moving objects detection from UAV captured videos using trajectories of matched regional adjacency graphs
Published 2017“…In the past, MOD was mainly tackled using image registration, which discovers correspondences between consecutive frames using pair-wise grayscale spatial visual appearance matching under rigid and affine transformations. …”
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8
Fuzzy matching scheme for stereo vision based electronic travel aid
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Wifi4U: Broadband recommendation system by using rule-based and cosine similarity / Putri Nur Syarfa Maizan
Published 2020“…In this system, Forward Chaining in Rule-Based algorithm is used to filter user’s preferences and Web-Scraping technique is used to extract data and information from websites. …”
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Thesis -
11
Wood species recognition based on phase - only correlation (POC) technique
Published 2013“…Each step contains specific calculations and algorithms to obtain details on the wood’s features and match them with the possible matching species. …”
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12
Job-Applicant matchmaking system using natural language processing
Published 2023“…The system is built using Python as the primary language, with the backend consisting of web-scraping, NLP, and data visualization/dashboard libraries such as Selenium, BeautifulSoup, SpaCy, Scikit-Learn, Natural Language Toolkit (NLTK), Gensim, and Streamlit. …”
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Final Year Project / Dissertation / Thesis -
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A novel lip geometry approach for audio-visual speech recognition
Published 2014“…Lip geometry features including height, width, ratio, area, perimeter and various combinations of these features were evaluated to determine which performs best when representing speech in the visual domain. Second, a novel template matching techniqLie able to adapt dynamic differences in the way words are uttered by speakers has been developed, which determines the best fit of an unseen feature signal to those stored in a database template. …”
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14
Text to Image Generation Using Machine Learning
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Low-light image analysis and contrast enhancement using gaussian process / Loh Yuen Peng
Published 2018“…The second contribution is an in-depth analysis of the collected data, specifically, by studying the global and local pixel intensities, followed by the performance and visualizations of hand-crafted and learned features. …”
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Thesis -
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Artificial intelligence for rapid mapping of potential archaeological features using bag of visual words based image classifier
Published 2024“…Consequently, this study aims to explore feature detection and matching techniques in archaeological detection using Artificial Intelligence and Scale-Invariant Feature Transform and Oriented Fast and Rotated Brief algorithms, which are frequently employed in image processing applications as a feature descriptor within the Bag-of-Visual-Words framework. …”
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Proceeding Paper -
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Parallel batch self-organizing map on graphics processing unit using CUDA
Published 2018“…The most computationally expensive parts of its training algorithm (such as steps to compute distance between each data vector and neuron, and determining the Best Matching Unit based on minimum distance) are identified and mapped on GPU to be processed in parallel. …”
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Parallel batch self-organizing map on graphics processing unit using CUDA
Published 2018“…The most computationally expensive parts of its training algorithm (such as steps to compute distance between each data vector and neuron, and determining the Best Matching Unit based on minimum distance) are identified and mapped on GPU to be processed in parallel. …”
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Efficient and effective automated surveillance agents using kernel tricks
Published 2012“…Kernel machines provide a powerful data mining technique that may be used for pattern matching in the presence of complex data. …”
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