. "In this paper an approach to automatic synthesis of classifiers in FPGAs based on AdaBoost\u00A0algorithm is introduced. The various boosting methods are widely used for detection of objects in\u00A0images. In this paper a novel approach to automatic synthesis of a classifier with respect to an\u00A0efficient use of computing resources is proposed. The main purpose is to achieve an acceptable\u00A0trade-off between speed and resources consumption of the designed classifier. The features, used\u00A0in boosting algorithms, are based on Local Binary Patterns, which are more suitable for hardware\u00A0implementation then traditionally used Haar-like features. Automatic synthesis of classifiers\u00A0from trained data sets is also described. In the paper there are also described the results achieved." . . "12"^^ . . "Automatic synthesis of classifiers in FGPA" . . "Univerzita Tom\u00E1\u0161e Bati, Mostn\u00ED 5139, Zl\u00EDn" . . . . "S, Z(MSM0021630528)" . "Jur\u00E1nek, Roman" . "Automatic synthesis of classifiers in FGPA"@en . "[12E9C59BCCD3]" . "RIV/00216305:26230/11:PU96065!RIV12-MSM-26230___" . "RIV/00216305:26230/11:PU96065" . "Kadl\u010Dek, Filip" . . "26230" . . "Zem\u010D\u00EDk, Pavel" . "978-80-7454-013-4" . "Zl\u00EDn" . . "Univerzita Tom\u00E1\u0161e Bati ve Zl\u00EDn\u011B" . . . "In this paper an approach to automatic synthesis of classifiers in FPGAs based on AdaBoost\u00A0algorithm is introduced. The various boosting methods are widely used for detection of objects in\u00A0images. In this paper a novel approach to automatic synthesis of a classifier with respect to an\u00A0efficient use of computing resources is proposed. The main purpose is to achieve an acceptable\u00A0trade-off between speed and resources consumption of the designed classifier. The features, used\u00A0in boosting algorithms, are based on Local Binary Patterns, which are more suitable for hardware\u00A0implementation then traditionally used Haar-like features. Automatic synthesis of classifiers\u00A0from trained data sets is also described. In the paper there are also described the results achieved."@en . . "3"^^ . . . . "187595" . . . "AdaBoost, FPGA, LBP, hardware synthesis."@en . "Automatic synthesis of classifiers in FGPA" . "International Bata Conference for Ph.D. Students and Young Researchers" . . . "3"^^ . . "Automatic synthesis of classifiers in FGPA"@en . "2011-04-12+02:00"^^ .