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A Reference Based Surface Defect Segmentation Algorithm For Automatic Optical Inspection System
Published 2020“…However, present complex algorithms which are accurate require high processing power using a large size of learning dataset without labelling error. …”
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Thesis -
2
Novel techniques for enhancement and segmentation of acne vulgaris lesions
Published 2013“…Methods: For the first objective, an algorithm is developed based on the theory of high dynamic range (HDR) images. …”
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Citation Index Journal -
3
Stroke-to-stroke matching in on-line signature verification
Published 2010“…Current methods make use of the DTW algorithm and its variant to segment them before comparing each of its data dimension. …”
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4
Detection of corneal arcus using rubber sheet and machine learning methods
Published 2019“…The segmentation iris is transformed to rectangular shape using the Rubber Sheet method. …”
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5
Latent fingerprint enhancement and segmentation technique based on hybrid edge adaptive DTV model
Published 2021“…Image enhancement and segmentation is widely used for fingerprint identification and authorization in biometrics devices, criminal scene is most challenges due to low quality of fingerprint , the most significant efforts is to develop algorithm for latent fingerprint enhancement which become challenging problem due to the complex and existing problem for instance, developing algorithms of latent fingerprint is able to extract features of image blocks and removing overlapping and isolate the poor and noisy background. however, it's still challenging and interested problem specifically latent fingerprint enhancement and segmentation . …”
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Conference or Workshop Item -
6
Sauvola Segmentation and Support Vector Machine-Salp Swarm Algorithm Approach for Identifying Nutrient Deficiencies in Citrus Reticulata Leaves
Published 2024“…In the next phase, the datasets are optimized using the Salp Swarm Algorithm (SSA), which improves classification accuracy. …”
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7
Iris Recognition As Biometric Authentication
Published 2016“…In this project, an iris recognition technique based on the John Daugman’s algorithm is used. The technique implements several steps such as segmentation, normalization, feature extraction and matching process. …”
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Final Year Project -
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Development of efficient iris identification algorithm using wavelet packets for smartphone application
Published 2017“…Nowadays, iris recognition is widely used for personal identification and verification based on biometrical technology, especially in the smartphone arena. …”
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Automatic Classification of Cervix Type
Published 2019“…Due to that, in this study, few algorithms were developed by using image classification methods to correctly classify the cervix types based on cervical images by using segmentation and classification method. …”
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Final Year Project -
10
Computing non-contactable drowsiness monitoring system with mobile machine vision
Published 2022“…This project proposes a human facial features detection based on color segmentation via skin color and Viola- Jones algorithm for real time application. …”
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Conference or Workshop Item -
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A preliminary study on automated freshwater algae recognition and classification system / Hayat Mansoor Abdullah
Published 2012“…Several image preprocessing steps was designed to contrast the images, remove the noise, and improve image quality and overall appearance. Then, Image segmentation applied by using canny edge detection algorithm with specific morphological operation to isolate the image objects components. …”
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Improving performance of automated coronary arterial tree center-line extraction, stent localization and tracking
Published 2012“…Over the last decade, many algorithms have been developed to address this problem. …”
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15
Exploring Text Recognition Segmentation and Detection in Natural Scene Images
Published 2024“…A variety of techniques are assessed for their use in natural settings, including deep learning-based methods, region proposal, and feature-based detection. …”
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Impacting clinical evaluation of anterior talofibular ligament injuries through analysis of ultrasound images
Published 2016“…In addition, the obtained distance using Hausdorff is 14.2 pixels and similarity index by Jaccard is 91 , which are indicating the enhanced performance whilst segmented area of ATFL region obtained from five normal (average Pixels-16,345.09), five tear (average Pixels-14,940.96) and five thickened (average Pixels-12,179.20) subjects' datasets show good performance of developed framework to be used in clinical practices. …”
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Impacting clinical evaluation of anterior talofibular ligament injuries through analysis of ultrasound images
Published 2016“…In addition, the obtained distance using Hausdorff is 14.2 pixels and similarity index by Jaccard is 91 , which are indicating the enhanced performance whilst segmented area of ATFL region obtained from five normal (average Pixels-16,345.09), five tear (average Pixels-14,940.96) and five thickened (average Pixels-12,179.20) subjects' datasets show good performance of developed framework to be used in clinical practices. …”
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Deep learning-based item classification for retail automation
Published 2025“…This project focuses on developing a deep learning-based system for retail item classification. …”
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Final Year Project / Dissertation / Thesis -
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Improved Genetic Algorithm Multilayer Perceptron Network For Data Classification
Published 2017“…Based on the occurrences of the best result obtained by an algorithm across different test functions; it is proven that the proposed method outperforms standard GA. …”
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20
Automatic spike detection and correction for outdoor machine vision: application to tomato
Published 2011“…Then by the use of mean shift color segmentation algorithm, the spiky pixels on the surface of tomato are spotted. …”
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