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Overcoming Overfitting Challenges with HOG Feature Extraction and XGBoost-Based Classification for Concrete Crack Monitoring [PDF]
International Journal of Electronics and Telecommunications, 2023 This study proposes a method that combines Histogram of Oriented Gradients (HOG) feature extraction and Extreme Gradient Boosting (XGBoost) classification to resolve the challenges of concrete crack monitoring.
Ida Barkiah, Yuslena Sari
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Tạp chí Khoa học Đại học Mở Thành phố Hồ Chí Minh - Kỹ thuật và Công nghệ, 2022 Trong nông nghiệp thông minh, người ta sử dụng thị giác máy tính để nhận dạng hạt lúa giống thay vì cần các chuyên gia thực hiện. Trong bài báo này, chúng tôi đã xem xét ba loại mô tả đặc trưng, như Local Binary Patterns (LBP), Histogram of Oriented ...
Lâm Trần Tuấn Dzi
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Signature Identification using Digital Image Processing and Machine Learning Methods
Jurnal ELTIKOM: Jurnal Teknik Elektro, Teknologi Informasi dan Komputer, 2023 Signature is used to legally approve an agreement, treaty, and state administrative activities. Identification of the signature is required to ensure ownership of a signature and to prevent things like forgery from happening to the owner of the signature.
I Kadek Nurcahyo Putra +3 more
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Deep-Facial Feature-Based Person Re-identification for Authentication in Surveillance Applications [PDF]
ITM Web of Conferences, 2021 Nowadays, a large network of cameras is predominantly used in public places which provide enormous video data. These data are monitored manually and may be utilized only when the need arises to ascertain the facts.
Borse Pranjal +3 more
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Jurnal Teknologi dan Sistem Komputer, 2021 Breast cancer originates from the ducts or lobules of the breast and is the second leading cause of death after cervical cancer. Therefore, early breast cancer screening is required, one of which is mammography.
Hanimatim Mu'jizah +1 more
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Jurnal Sisfokom, 2022 Mammals have several characteristics that can be distinguished, such as footprints, voice, and face shape. Mammals can be recognized. To classify the face shape of mammals, the Histogram of Oriented Gradients (HOG) and Support Vector Machine (SVM ...
Muhammad Ezar Al Rivan +3 more
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Indoor Place Recognition and Localization Using Histogram of Oriented Gradient with Deep Learning
Zanco Journal of Pure and Applied Sciences, 2020 Indoor place recognition is a crucial and challenging field of computer science. It is widely used in robotics and computer vision for various applications.
zina khaleel jalal +2 more
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Performance Evaluation of Feature Extraction Algorithms for Vehicle Shape Classification
U.Porto Journal of Engineering, 2022 Vehicle classification is a classic application of automotive image processing that is necessary for a variety of modern vehicle safety and comfort features.
Sunitha Patel, Srinath S
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Dynamic and Static Comparative Analysis on the Cost-Profit of Backyard Hog Production and Scale Hog Production in China [PDF]
E3S Web of Conferences, 2021 This paper uses a combination of dynamic comparison and static comparison to comprehensively compare the cost-profit changes and gaps between backyard hog production and small, medium and large scale production from 2007 to 2018 in China, and discusses ...
Jia Xiaojuan, Li Jianqiang
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Frontiers in Veterinary Science, 2022 Specific anatomical characteristics make the porcine species especially sensitive to extreme temperature changes, predisposing them to pathologies and even death due to thermal stress. Interest in improving animal welfare and porcine productivity has led
Jocelyn Gómez-Prado +14 more
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