Human Face Detection under Complex Lighting Conditions
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2011, Vol 0, Issue 1
Abstract
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 features such as eyes, nose, mouth, and eyebrows so that the required timing is greatly reduced. In addition, the lighting effects and orientation of the faces are considered and solved in this method. Experimental results demonstrate that this face detector provides promising results for the images of individuals which contain quite a high degree of variability in expression, pose, and facial details.
Authors and Affiliations
: Md. Golam Moazzam, , Ms. Rubayat Parveen , Md. Al-Amin Bhuiyan
Keywords
Related Articles
- EP ID EP103132
- DOI -
- Views 117
- Downloads 0
Computer Science Approach to Information-Like Artifacts as Exemplified by Memes
Providing information can be expanded to include systems that deliver information-like artifacts. They provide such “things” as advertisements, propaganda pieces, and meme artifacts. Memes are the subject of extensive in...
Individual Readiness for Change in the Pre-Implementation Phase of Campus Enterprise Resource Planning (ERP) Project in Malaysian Public University
In recent years, the current globalization has revolutionized transformed the landscape and ecosystem of the institution of higher education were demanding that the university transition from legacy system to Enterprise...
LNG Import Contract in the perspective of Associated Technical and Managerial Challenges for the Distribution Companies of Pakistan
Energy Managers and Government Office Holders in Pakistan are nowadays pondering over multiple options for the resolution of ongoing Energy crises in the country. LNG (Liquefied Natural Gas) import has been finalized for...
One-Year Survival Prediction of Myocardial Infarction
Myocardial infarction is still one of the leading causes of death and morbidity. The early prediction of such disease can prevent or reduce the development of it. Machine learning can be an efficient tool for predicting...
Validation of the Proposed Hardness Analysis Technique for FPGA Designs to Improve Reliability and Fault-Tolerance
Reliability and fault tolerance of FPGA systems is a major concern nowadays. The continuous increase of the system’s complexity makes the reliability evaluation extremely difficult and costly. Redundancy techniques are w...