Title :
Directional edge-based dog and cat face detection method for digital camera
Author :
Yamada, Akihiko ; Kojima, Kazuhiro ; Kiyama, Jun ; Okamoto, Masayoshi ; Murata, Haruhiko
Author_Institution :
SANYO Electr. Co., Ltd., Osaka, Japan
Abstract :
We propose highly accurate and high speed dog and cat face detection method for digital cameras that automatically find the pets (dog and cat) in the image. Our method achieves accurate detection performance by constructing an effective detection dictionary based on statistical learning using directional features and acceptable speed performance.
Keywords :
edge detection; face recognition; acceptable speed performance; cat face detection method; detection dictionary; detection performance; digital camera; directional edge-based dog face detection method; directional features; statistical learning; Accuracy; Dictionaries; Digital cameras; Face; Feature extraction; Positron emission tomography;
Conference_Titel :
Consumer Electronics (ICCE), 2011 IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4244-8711-0
DOI :
10.1109/ICCE.2011.5722916
