Title :
A novel CMOS image sensor for high speed parallel integral image computation
Author :
Hoseini, Yusof Doost ; Sayedi, Sayed Masoud ; Sadri, Saeed
Author_Institution :
Dept. of Electr. & Comput. Eng., Isfahan Univ. of Technol., Isfahan, Iran
Abstract :
A novel CMOS image sensor architecture for computing integral image is presented. The proposed circuit reads the image and produces the integral image simultaneously. In the circuit, the image is divided into vertical blocks and integral images of the blocks are computed in parallel. The final integral image is produced using an updating method. To evaluate the performance of the circuit the blob detector implemented in Speeded Up Robust Features (SURF) algorithm is used. In comparison with conventional sequential method, while the final results are similar, the proposed approach is 500 times faster in capturing the integral image of a 160×160 sample image.
Keywords :
CMOS image sensors; image processing; CMOS image sensor; SURF; blob detector; final integral image; high speed parallel integral image computation; integral image production; speeded up robust features algorithm; updating method; CMOS image sensors; Computer architecture; Decoding; Detectors; Microprocessors; Partial discharges; Transistors; CMOS image sensor; Hardware implementation; Integral image; Parallel Computation;
Conference_Titel :
Electrical Engineering (ICEE), 2013 21st Iranian Conference on
Conference_Location :
Mashhad
DOI :
10.1109/IranianCEE.2013.6599658