Title :
Detection of nude images on large scale using Hadoop
Author :
Ahuja, Chirag ; Baghel, Anurag Singh ; Singh, Gotam
Author_Institution :
Sch. of ICT, Gautam Buddha Univ., Noida, India
Abstract :
Adult image filtering is always been a major issue of search engines, social networking websites and other web filters. But this problem is becoming more serious nowadays because more and more amount of data. Moreover, cloud storage is becoming very popular. The major issue is that the people have understood the algorithm behind the filtering of adult images which is based on text based filtering of image tags and captions. Thus, an intelligent image based filtering system is proposed in this paper over a large storage that industry has termed as Big Data using one of the powerful programming framework over distributed computing called Ma-Reduce. Thus a pattern matching problem of nudity detection is implemented over a cluster of 7 nodes with Hadoop.
Keywords :
Big Data; data handling; image filtering; image matching; search engines; social networking (online); Big Data; Hadoop; Ma-Reduce; Web filters; adult image filtering; distributed computing; nude images detection; pattern matching problem; search engines; social networking Web sites; Artificial intelligence; Cloud computing; Feature extraction; Filtering; Pattern matching; Skin; Distributed Computing; Hadoop; Map-Reduce; Nudity; Pattern matching;
Conference_Titel :
Computing for Sustainable Global Development (INDIACom), 2015 2nd International Conference on
Conference_Location :
New Delhi
Print_ISBN :
978-9-3805-4415-1