AdaBoost along with HaarCascades have been well received for its accuracy and perfor-mance in primarily Facial Recognition applications. However, they are known to perform poorly with objects which have a different rotational orientation or for objects whose shapes are largely variant. In this paper we apply Adaptive Cascading technique to a specific derma-tological application of detecting red acne which are largely shape variant outgrowths on the skin and to identity its suitability in...
Topics: Accuracy metrics, Haar features, Integral image
Viola– Jones object detection frameworkintroduced in 2001 by Dr. Paul Viola and Dr. Michael Jones is an object detection framework which can be trained for detecting a variety of object classes .It is primarily used for the problem of face detection.In most video recording or surveillance systems it became impossible for human beings to retrieve large image datasets and analyze them for potential results. Now a days accurate facial recognition has a great impact in our ecosystem be it face...
Topics: haar-features, Viola Jones, Image Analysis, face detection, feature extraction, face edge detection
