Farmland human-shape obstacles identification based on Viola-Jones Algorithm
نویسندگان
چکیده
منابع مشابه
Implementing the Viola-Jones Face Detection Algorithm
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متن کاملAn Analysis of Viola-Jones Face Detection Algorithm
In this article, we decipher the Viola-Jones algorithm, the first ever real-time face detection system. There are three ingredients working in concert to enable a fast and accurate detection: the integral image for feature computation, Adaboost for feature selection and an attentional cascade for efficient computational resource allocation. Here we propose a complete algorithmic description, a ...
متن کاملAn Analysis of the Viola-Jones Face Detection Algorithm
In this article, we decipher the Viola-Jones algorithm, the first ever real-time face detection system. There are three ingredients working in concert to enable a fast and accurate detection: the integral image for feature computation, Adaboost for feature selection and an attentional cascade for efficient computational resource allocation. Here we propose a complete algorithmic description, a ...
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This paper presents a study on the facial feature detection performance achieved using the Viola-Jones framework. A set of classifiers using two different focuses to gather the training samples is created and tested on four different datasets covering a wide range of possibilities. The results achieved should serve researchers to choose the classifier that better fits their demands.
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Face detection is a key component in applications such as security surveillance and human–computer interaction systems, and real-time recognition is essential in many scenarios. The Viola–Jones algorithm is an attractive means of meeting the real time requirement, and has been widely implemented on custom hardware, FPGAs and GPUs. We demonstrate a GPU implementation that achieves competitive pe...
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ژورنال
عنوان ژورنال: International Journal of Precision Agricultural Aviation
سال: 2018
ISSN: 2576-3628
DOI: 10.33440/j.ijpaa.20200303.99