Adaptive Skin Color Detection Based on Human Face under Complex Background
نویسندگان
چکیده
منابع مشابه
Coarse to Fine Face Detection Based on Skin Color Adaption
In this paper we present a skin color approach for fast and accurate face detection which combines skin color learning and image segmentation. This approach starts from a coarse segmentation which provides regions of homogeneous statistical color distribution. Some regions represent parts of human skin and are selected by minimizing an error between the color distribution of each region and the...
متن کاملFace Detection Based on Skin Color Segmentation Using Fuzzy Entropy
Face detection is the first step of any automated face recognition system. One of the most popular approaches to detect faces in color images is using a skin color segmentation scheme, which in many cases needs a proper representation of color spaces to interpret image information. In this paper, we propose a fuzzy system for detecting skin in color images, so that each color tone is assumed to...
متن کاملFace Detection Based on Skin Color Using Neural Networks
Face detection is one of the challenging problems in image processing. A novel face detection system is presented in this paper. The system combines two algorithms for face detection to achieve better detection rates. The two algorithms are skin detection and neural networks. In the first module of the system a skin color model based on normalized RGB color space is built and used to detect ski...
متن کاملFace Detection Algorithm Based on Skin Color and Edge Density
Face detection is an important part of many image analysis processes like video surveillance, facial expression recognition etc. This paper presents a fast and easy to implement algorithm for face detection. It is based on the skin detection from Y, Cb and Cr components augmented by facial elements estimate from edge density on the candidate area. Our method is invariant to the position of the ...
متن کاملHuman Face Detection under Complex Lighting Conditions
This paper presents a novel method for detecting human faces in an image with complex backgrounds. The approach is based on visual information of the face from the template image and is commenced with the estimation of the face area in the given image. As the genetic algorithm is a computationally expensive process, the searching space for possible face regions is limited to possible facial fea...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: MATEC Web of Conferences
سال: 2015
ISSN: 2261-236X
DOI: 10.1051/matecconf/20152201006