Search Results - (( image classification techniques ) OR ( evolution computing techniques ))

Object detection and classification using few-shot learning in smart agriculture: A scoping mini review by Nitiyaa Ragu, Jason Teo

“…The detection of objects can be done via digital image processing. Machine learning has achieved significant advances in the field of digital image processing in current years, significantly outperforming previous techniques. …”
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Deep learning-enhanced jewelry material jadeite jade quality assessment by Meng, Liang, Raja Ahmad Effendi, Raja Ahmad Azmeer, Sun, Wei, Mo, Lili, Abdul Rahman, Ahmad Rizal, Hsu, Yu-Lin, Barron, Deirdre

“…We have meticulously curated a database of jadeite images, applied preprocessing techniques, and have harnessed convolutional neural networks (CNN) for feature extraction. …”
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Comparison Of Image Classification Techniques Using Caltech 101 Dataset by Mokhairi, Makhtar, Engku Fadzli Hasan, Syed Abdullah, Nur Shazwani, Kamarudin

“…This paper presents the technique for the classification of single object images. …”
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Krawtchouk Moment Invariant and Gaussian ARTMAP Neural Network: a combination techniques for image classification by Shahrul Nizam, Yaakob, Puteh, Saad

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Brain MRI Tumor Analysis and Classification using Deep Learning by Ghazanfar, Latif

“…In the first stage, the contribution of this study is a binary brain MR image classification, where two enhanced techniques are proposed to classify the images into tumorous and non-tumorous. …”
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Comprehensive review of retinal blood vessel segmentation and classification techniques: intelligent solutions for green computing in medical images, current challenges, open issues, and knowledge gaps in fundus medical images by Abdulsahib A.A., Mahmoud M.A., Mohammed M.A., Rasheed H.H., Mostafa S.A., Maashi M.S.

“…Aldehydes; Blood; Blood vessels; Classification (of information); Deep learning; Eye protection; Image classification; Image segmentation; Learning algorithms; Learning systems; Medical imaging; Blood-vessel segmentations; Deep learning; Fundus image; Machine learning techniques; Retinal blood; Retinal blood vessel segmentation and retinal blood vessel classification; Retinal blood vessels; Retinal vessels; Vessel classification; Ophthalmology; adult; clinical assessment; deep learning; eye fundus; illumination; photography; retina blood vessel; retina image; review…”

Automatic classification of medical x-ray images by Zare, M.R., Seng, W.C., Mueen, A.

“…These features have been exploited in different algorithms for automatic classification of medical X-ray images. We then analyzed the classification performance obtained with regard to the image representation techniques used. …”
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Vision-based egg grade classifier by Zalhan M.Z., Sera Syarmila S., Mohd Nazri I., Mohd Taha I.

“…Coordinate measuring machines; Human computer interaction; Image classification; Image enhancement; Intelligent systems; Medical imaging; Military photography; Classification algorithm; Digital image processing technique; Human computer interfaces; Image filtering; Image processing technique; Industrial inspections; Object classification; Vision systems; Image processing…”

Starfruit ripeness classification system based on image processing technique / Wan Muhammad Akram Wan Hasan by Wan Hasan, Wan Muhammad Akram

“…For this project the samples of different level of ripeness were collected, image processing technique and image classification by using neural network were used. …”
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Stroke Lesion Segmentation And Classification For Diffusion-Weighted Imaging by Mohd Noor, Nor Shahirah

“…Therefore, this study proposes a technique for automatic detection, segmentation and classification of brain stroke lesion from MRI images. …”
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Vehicle classification technique for automated road traffic census by Bong, Shuk Hui

“…This thesis proposes the development of vehicle classification technique for automated road traffic census prototype to replace manually vehicle classification by applying morphological techniques for image classification. …”
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Classification of leaf disease from image processing technique by Md Kamal, Mahanijah, Masazhar, Ahmad Nor Ikhwan, Abdul Rahman, Farah Diyana

“…This work presents the use of digital image processing technique for classification oil palm leaf disease sympthoms. …”
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Dynamic rule refinement strategy of associative classifier for effective mammographic image classification by Abubacker, Nirase Fathima

“…The feature extraction is used to extract the most prominent features from mammogram images that represent various classes of the images to be used by classification techniques. …”
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Pattern Classification of Human Epithelial Images by Mohd Isa, Mohd Fazlie

“…In this project, there are four stages will be used to analyze pattern classification in human epithelial (HEp-2) images. First of all, image enhancement will take part in order to boost efficiency of algorithm by implementing some of the adjustment and filtering technique to increase the visibility of image. …”
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Representation Of Rational Bézier Quadratics Using Genetic Algorithm, Differential Evolution And Particle Swarm Optimization by Yahya, Zainor Ridzuan

“…For each proposed soft computing technique, parameter tuning is done as an essential study. …”
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Land covers classification using object-based image analysis (OBIA) technique in Tumpat, Kelantan by Nur Shahanim Shahadan

“…However, to improve this study, the uses of high-resolution images like IKONOS or Quickbird will improve the classification results in OBIA techniques to produce better results compared to medium resolution images. …”
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Breast cancer classification using mammography image and K-Nearest Neighbour / Najihah Ahmad Latif by Ahmad Latif, Najihah

“…For pre-processing, the image from the input is process using Image Enhancement, Image Thresholding and Image Segmentation technique Next, GLCM is used for the purpose of extracting the features from the mammography images and KNN classifier is used for the classification. …”
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Ordering of image processing techniques to enhance wood grain images / Norfaizah Jamil by Jamil, Norfaizah

“…Good ordering of image processing techniques will ensure the end result is benefit to be used for classification or others. …”
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Image fusion remote sensing for the extraction of urban features / Ahmad Nadzari Yahaya by Yahaya, Ahmad Nadzari

“…This would display the advantages and results of fused images classification.…”
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Enhancing image annotation technique of fruit classification using a deep learning approach by Mamat, Normaisharah, Othman, Mohd Fauzi, Abdulghafor, Rawad Abdulkhaleq Abdulmolla, Alwan, Ali A., Gulzar, Yonis

“…An accurate image retrieval technique is required due to the rapidly increasing number of images. …”
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