Title :
An Adult Image Recognition Method Facing Practical Application
Author :
Li Su ; Feng Zhang ; Lanfang Ren
Author_Institution :
Chinamobile Res. Inst., China Mobile Commun. Corp., Beijing, China
Abstract :
In this paper, for practical application about adult image recognition, features of the false positive images are analyzed, a new adult image recognition method is presented facing practical application. Firstly obvious normal images are filtered out making use of skin detection based on wavelet texture, secondly face analysis and color consistent image analysis are used to filter normal images satisfying the rule, finally the recognition result is obtained making use of false positive images comparison technology based on E2LSH. The experimental results show that this method can reduce false-positive rate greatly on the premises that remain the recognition rate fairly constant, compared with traditional methods.
Keywords :
face recognition; filtering theory; image colour analysis; image texture; object detection; skin; wavelet transforms; E2LSH; adult image recognition method; color consistent image analysis; exact Euclidean locality sensitive hashing; face analysis; false positive image comparison technology; skin detection; wavelet texture; Face; Image color analysis; Image recognition; Indexes; Skin; Visualization; Wavelet transforms; Adult Image Recognition; Exact Euclidean Locality Sensitive Hashing (E2LSH); Face Detection; Skin Detection; Wavelet Analysis;
Conference_Titel :
Computational Intelligence and Design (ISCID), 2013 Sixth International Symposium on
Conference_Location :
Hangzhou
DOI :
10.1109/ISCID.2013.182