Robust face recognition with structural binary gradient patterns
نویسندگان
چکیده
منابع مشابه
Robust face recognition with structural binary gradient patterns
This paper presents a computationally efficient yet powerful binary framework for robust facial representation based on image gradients. It is termed as structural binary gradient patterns (SBGP). To discover underlying local structures in the gradient domain, we compute image gradients from multiple directions and simplify them into a set of binary strings. The SBGP is derived from certain typ...
متن کاملBinary Gradient Correlation Patterns for Robust Face Recognition
This paper presents a computationally efficient yet powerful binary framework for robust facial representation based on image gradients. It is termed as binary gradient correlation patterns (BGCP). To discover underlying local structures in the gradient domain, BGCP computes image gradients from multiple directions and simplifies them into a set of binary strings. Certain types of these binary ...
متن کاملFace Recognition Using Gradient Derivative Local Binary Patterns
The emerging notion of the smart city has paying attention in the research field of urban development. One of the challenges of the smart city is how to understand the data collected by the sensor and make a decision. The face detection plays a key role in our social communication in turning over the identity and emotions. The human ability to recognize faces is notable but the face is a comple...
متن کاملFace Recognition with Local Binary Patterns
In this work, we present a novel approach to face recognition which considers both shape and texture information to represent face images. The face area is first divided into small regions from which Local Binary Pattern (LBP) histograms are extracted and concatenated into a single, spatially enhanced feature histogram efficiently representing the face image. The recognition is performed using ...
متن کاملFace Recognition by Using Elongated Local Binary Patterns with Average Maximum Distance Gradient Magnitude
In this paper, we propose a new face recognition approach based on local binary patterns (LBP). The proposed approach has the following novel contributions. (i) As compared with the conventional LBP, anisotropic structures of the facial images can be captured effectively by the proposed approach using elongated neighborhood distribution, which is called the elongated LBP (ELBP). (ii) A new feat...
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: Pattern Recognition
سال: 2017
ISSN: 0031-3203
DOI: 10.1016/j.patcog.2017.03.010