Title :
Anomaly target detection algorithm based on JPEG images
Author :
Liu, Gaoping ; Zheng, Zihan
Author_Institution :
EDA Key Lab., Zhejiang Wanli Univ., Ningbo, China
Abstract :
This paper describes an anomaly target detection algorithm based on JPEG images. The algorithm deals directly with JPEG image data eliminating JPEG image decoding process. The algorithm extracts the JPEG DC parameters, and then compares two frames of adjacent DC parameters to determine whether the abnormal targets appear. Compared to the YUV image data processing methods, it costs less storage space, access time and computation, which is more suitable for embedded systems with limited resources. Finally, the simulation results of the algorithm are given.
Keywords :
discrete cosine transforms; image coding; object detection; JPEG DC parameter; JPEG image decoding process; YUV image data processing; access time; anomaly target detection algorithm; embedded system; storage space; Algorithm design and analysis; Decoding; Discrete cosine transforms; Image coding; Monitoring; Object detection; Transform coding; Anomaly Target; DC Parameter; Detection; JPEG Image;
Conference_Titel :
Multimedia Technology (ICMT), 2011 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-61284-771-9
DOI :
10.1109/ICMT.2011.6001958