Some cases of optimization face detection methodes on image (Using the Viola-Jones method as an example)
| Autor: | Anatolyi A. Dolgih, Grigoriy A. Mazurenko, Denis U. Divitskii, Alexey D. Egorov |
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| Rok vydání: | 2018 |
| Předmět: |
021103 operations research
Relation (database) Computer science 0211 other engineering and technologies 02 engineering and technology Image (mathematics) Cascade Completeness (order theory) 0202 electrical engineering electronic engineering information engineering Operating time 020201 artificial intelligence & image processing Viola–Jones object detection framework Element (category theory) Face detection Algorithm |
| Zdroj: | 2018 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering (EIConRus). |
| Popis: | The paper deals with the Viola-Jones method in relation to the problem of finding faces in an image. The main element of the algorithm is a cascade on which the accuracy, completeness and operation time depends. In the majority of solved problems, it is required to find the maximum number of objects in the shortest time with the smallest number of false objects under specific conditions. In this paper, it is shown that due to the combination of several cascades, it is possible to achieve greater completeness and accuracy with a shorter operating time than by using a single, definite cascade. |
| Databáze: | OpenAIRE |
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