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

Quantitative validation assessment on shorelines extracted from image classification techniques of medium resolution satellite images based on change analysis by Abd Manaf, Syaifulnizam, Mustapha, Norwati, Sulaiman, Md. Nasir, Husin, Nor Azura, Mohd Shafri, Helmi Zulhaidi, Abdul Hamid, Mohd Radzi

“…To date, shorelines can be extracted from satellite images with a high degree of accuracy by using satellite image classification techniques based on machine learning, which helps identify the land and water classes of shorelines. …”
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Comparison Of Image Classification Techniques Using Caltech 101 Dataset by Mokhairi, Makhtar, Engku Fadzli Hasan, Syed Abdullah, Nur Shazwani, Kamarudin

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A scene image classification technique for a ubiquitous visual surveillance system by Kaljahi, Maryam Asadzadeh, Shivakumara, Palaiahnakote, Anisi, Mohammad Hossein, Idris, Mohd Yamani Idna, Blumenstein, Michael, Khan, Muhammad Khurram

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Assessment of urban growth in Pasir Mas using geospatial and statistical analysis / Nik Najihah Hanim Nik Effendi by Nik Effendi, Nik Najihah Hanim Nik Effendi

“…Besides that, the objectives are to classify land use and land cover of Pasir Mas using image classification techniques and identify the relationship of LULC with population of Kelantan in 2010 and 2020 using correlation and regression analysis. …”
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Detecting Vegetation Losses in Tumpat Shrimp Farming Area using Remote Sensing Technique by Shaharlina Abd Rasid

“…The percentage of the vegetation losses at the area were calculated by classifying the image using a supervised image classification technique. The percentage of vegetation cover decreased between years 1989 to 2017. …”
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Integration of Geophysical and Remote Sensing Techniques for Geophysical Prospection in Lenggong, Perak by Mohd Nordin, Mohd Nawawi, Saad, Rosli, Mohd Noh, Khairul Arifin, Saidin, Mokhtar, Abdullah, Khiruddin, Masnan, Shyeh Sahibul Karamah

“…SPOT multispectral data was used in the present analysis. Image classification technique was adopted for categorizing land use/ land cover of the study area. …”
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Monitoring the IIUM river using unmanned aerial vehicle and image classification by Nazmi, Mohamad, Okasha, Mohamed Elsayed Aly Abd Elaziz, Aasim, Aizat, Idres, Moumen Mohammed Mahmoud

“…Prior research has shown viable methods towards identifying sources of pollution in rivers by utilizing Unmanned Aerial Vehicles (UAVs) combined with proper image classification techniques. This research attempts to develop and implement a novel approach to monitor the IIUM River whereby a Parrot Bebop 2 drone is utilized for data collection, while the Quantum Geographic Information System (QGIS) software is used for the supervised classification of the collected data. …”
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Evaluation of shoreline changes at the coastal area of Jeram, Selangor / Abraham Aldo by Aldo, Abraham

“…The methodology involves the acquisition and processing of Sentinel-2A imagery at regular intervals, allowing for a detailed examination of seasonal and annual variations. Image classification techniques are applied to delineate the land covers. …”
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Lightning damage assessment on solar panels using in-house portable infrared thermography camera with Convolutional Neural Network (CNN) algorithm by Chandrasegaran, Ormiila, Mustapha, Faizal, Abdullah, Mohd Na’im, Anwar, Murniwati, Mustapha, Mazli, Adzis, Zuraimy

“…Furthermore, the study integrates Convolutional Neural Network (CNN)-based image classification techniques to enhance the efficiency of damage assessment. …”
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An image segmentation algorithm for measurement of flotation froth bubble size distributions by Jahedsaravani, A., Massinaei, M., Marhaban, Mohammad Hamiruce

“…In this work a new watershed algorithm based on whole and sub-image classification techniques is introduced and successfully validated by several laboratory and industrial scale froth images taken under different process conditions. …”
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Mapping Kabul’s private urban green spaces using geographic information system-supervised classification by Hussainzad, Emal Ahmad, Mohd Yusof, Mohd Johari, Maruthaveeran, Sreetheran

“…A Geographic Information System (GIS)-supervised image classification technique was used to identify these private green spaces in three of the 22 police districts (PDs) in the city. …”
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Mammogram breast mass classification using deep convolutional neural network / Mohd Nafie Maslan by Mohd Nafie, Maslan

“…The aim of this study is to investigate a deep convolutional neural network (DCNN) image classification technique to classify breast mass (i.e., benign or malignant) on mammogram image. …”
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The classification of Covid-19 cases through the employment of transfer learning on X-ray images by Nur Ameerah, Hakimi, Mohd Azhar, Mohd Razman, Anwar P. P., Abdul Majeed

“…The aim of this research is to classify the Covid-19 cases by using the image classification technique.The dataset consist of 2000 images of chest X-ray images and have two classes which are Covid and Non-Covid. …”
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A Novel Method for Fashion Clothing Image Classification Based on Deep Learning by Yoon Shin, Seong, Jo, Gwanghyun, Wang, Guangxing

“…This paper suggested a deep learning-based image classification technique based on a CNN model and improved convolutional and pooling layers. …”
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Classification of traffic accidents’ factors using TrafficRiskClassifier by Sun, Wei, Abdullah, Lili Nurliyana, Khalid, Fatimah binti, Sulaiman, Puteri Suhaiza

“…Initially, by integrating migration learning with image classification techniques, the model proficiently extracts pivotal features from intricate traffic scenarios and formulates initial assessments of accident risks. …”
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Compartive Analysis On Multispectral Images Based On Fuzzy Approach by Taufik, Afirah

“…The evaluation of classification approaches on the ability to classify land cover classes with per-pixel digital image classification techniques is based on the user, producer and overall accuracy and kappa coefficient. …”
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