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Image Quality Assessment Based on Multi-Scale Representation and Shifting Transformer
Published 2025-01-01“…Recently, transformer-based algorithms have excelled in computer vision, particularly in image classification, surpassing convolutional neural network (CNN) methods. …”
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22
Applications of Artificial Intelligence for Precision Agriculture
Published 2018-12-01“… Technological advances in computer vision, mechatronics, artificial intelligence and machine learning have enabled the development and implementation of remote sensing technologies for plant/weed/pest/disease identification and management. …”
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23
Analisis Perbandingan Algoritma SVM, KNN, dan CNN untuk Klasifikasi Citra Cuaca
Published 2021-03-01“…Klasifikasi cuaca manual oleh manusia membutuhkan waktu yang lama dan inkonsistensi. Computer vision adalah cabang ilmu yang digunakan komputer untuk mengenali atau melakukan klasifikasi citra. …”
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24
Pendeteksi Citra Masker Wajah Menggunakan CNN dan Transfer Learning
Published 2021-11-01“…Pengecekan secara manual untuk mendeteksi wajah yang tidak menggunakan masker adalah pekerjaan yang lama dan melelahkan. Computer vision merupakan salah satu cabang ilmu komputer yang dapat digunakan untuk klasifikasi citra. …”
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25
Akuisisi Foreground dan Background Berbasis Fitur DTC pada Matting Citra secara Otomatis
Published 2020-05-01“… Teknik pemisahan foreground dari background pada citra statis merupakan penelitian yang sangat diperlukan dalam computer vision. Teknik yang sering digunakan adalah image segmentation, namun hasil ekstraksinya masih kurang akurat. …”
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26
Peningkatan Performa Ensemble Learning pada Segmentasi Semantik Gambar dengan Teknik Oversampling untuk Class Imbalance
Published 2023-08-01“…Segmentasi gambar adalah salah satu bidang dalam computer vision yang membahas bagaimana cara komputer mempelajari dan mengenali segmen dari suatu gambar sesuai label yang ditentukan. …”
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27
Monocular Depth Estimation: A Review on Hybrid Architectures, Transformers and Addressing Adverse Weather Conditions
Published 2025-01-01“…Monocular depth estimation is one of the essential tasks in computer vision as it can provide depth information from 2D images and is extremely beneficial for applications such as autonomous driving, robot navigation, etc. …”
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28
Machine learning in medicine: what clinicians should know
Published 2023-02-01“…Herein, we introduce basic concepts and terms used in AI and ML, and aim to demystify commonly used AI/ML algorithms such as learning methods including neural networks/deep learning, decision tree and application domain in computer vision and natural language processing through specific examples. …”
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29
Machine learning and facial recognition for down syndrome detection: A comprehensive review
Published 2025-03-01“…Traditionally diagnosed through clinical assessments, Down syndrome, a genetic disorder characterized by distinctive facial features, has benefited from recent advancements in computer vision and artificial intelligence (AI). This paper explores various facial analysis techniques, including deep convolutional neural networks (DCNNs) and hybrid models combining traditional image processing with deep learning. …”
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30
STABILITY CONTROL MODELLING UNDER DYNAMIC MOTION SCENARIO OF A DIFFERENTIAL DRIVE ROBOT
Published 2022-01-01“…Signal analysis and computer vision techniques serve as leverage to make the design achievable. …”
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31
A REAL TIME FACE RECOGNITION SYSTEM USING ALEXNET DEEP CONVOLUTIONAL NETWORK TRANSFER LEARNING MODEL
Published 2021-10-01“…In the field of deep learning, facial recognition belongs to the computer vision category. In various applications such as access control system, security, attendance management etc., it has been widely used for authentication and identification purposes. …”
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32
Deep Learning-Based Dzongkha Handwritten Digit Classification
Published 2024-03-01“… In computer vision applications, pattern recognition is one of the important fields in artificial intelligence. …”
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33
Gradient pooling distillation network for lightweight single image super-resolution reconstruction
Published 2025-02-01“…The single image super-resolution (SISR) is a classical problem in the field of computer vision, aiming to enhance high-resolution details from low-resolution images. …”
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34
Vision Transformer untuk Klasifikasi Kematangan Pisang
Published 2024-02-01“…Oleh karena itu, teknologi computer vision dapat menjadi solusi yang efektif dalam mengklasifikasikan kematangan buah pisang secara otomatis. …”
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35
LeaData a novel reference data of leather images for automatic species identification
Published 2025-02-01“…Hence, this paper solely creates the bigger LeaData and presents its different versions to the digital image processing and computer vision research community. This digitized source of permissible leather species helps enable digitization in leather technology for species identification. …”
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36
Latent space improved masked reconstruction model for human skeleton-based action recognition
Published 2025-02-01“…Human skeleton-based action recognition is an important task in the field of computer vision. In recent years, masked autoencoder (MAE) has been used in various fields due to its powerful self-supervised learning ability and has achieved good results in masked data reconstruction tasks. …”
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37
Automatic Detection and Classification of Eye Diseases from Retinal Images Using Deep Learning: A Comprehensive Research on the ODIR Dataset
Published 2024-03-01“…Addressing this, an automatic and efficient retinal vessel segmentation method is urgently needed, utilizing computer vision techniques. Existing approaches include machine learning, filtering-based, and model-based methods. …”
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38
Enhanced multivariate data fusion and optimized algorithm for comprehensive quality profiling and origin traceability of Chinese jujube
Published 2025-01-01“…This research utilized computer vision, ultrafast gas-phase electronic nose, and GC–MS technologies to collect jujube samples from various regions in China, including Xinjiang, Gansu, Shaanxi, Henan, Shandong, and Hebei. …”
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39
Frozen Weights as Prior for Parameter-Efficient Fine-Tuning
Published 2025-01-01“…In the fields of natural language processing and computer vision, the emergence of large pre-trained models has led to the adoption of fine-tuning them for downstream tasks as an important paradigm. …”
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40
Automatic detection and counting of wheat spike based on DMseg-Count
Published 2024-11-01“…Compared with other deep learning models, the proposed DMseg-Count model can detect wheat spike image in challenging situations, and has better computer vision processing capabilities and performance evaluation detection effect. …”
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