Публікація: An effective method for transforming an image description into a compact vector for classification
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Дата
2024
Назва журналу
ISSN журналу
Назва тома
Видавництво
Publishing House «Caravela»
Анотація
The work develops method to solve a fundamental problem in computer vision: image recognition of visual objects. Based on the implementation of the distance matrix model, it was possible to form effective integrated features in the form of one-dimensional data distributions and vectors for the sum of the matrix columns, which reduced computational costs without losing the effectiveness of classification on the training data sample. The efficiency of image classification was experimentally evaluated using software modeling.
Опис
Ключові слова
computer vision, descriptor, distance matrix, keypoint, orthogonal decomposition, processing speed, relevance of descriptions
Бібліографічний опис
Gorokhovatskyi V. An effective method for transforming an image description into a compact vector for classification / V. Gorokhovatskyi, I. Tvoroshenko // Information Technology and Implementation (Satellite) : Conference Proceedings, November 21, 2024. – Kyiv : Publishing House «Caravela», 2024. - pp. 25-28.