Title :
Resolution improvement for compound eye images through lens diversity
Author :
Wood, Sally L. ; Rajan, Dinesh ; Christensen, Marc P. ; Douglas, Scott C. ; Smithson, Bonnie J.
Author_Institution :
Dept. of Electr. Eng., Santa Clara Univ., CA, USA
Abstract :
Reconstruction of high resolution images from multiple low resolution images at various displacements is a well studied, ill posed problem. Designs using lenses with different imaging characteristics improve the theoretical results and also reduce the image reconstruction problem to a set of loosely coupled smaller reconstructions. The paper derives the performance limits for reconstruction from multiple lower resolution images as a function of measurement bit precision and measurement noise.
Keywords :
image reconstruction; image resolution; random noise; compound eye images; image reconstruction; image resolution improvement; lens diversity; measurement bit precision; measurement noise; High-resolution imaging; Image reconstruction; Image resolution; Image sensors; Lenses; Noise measurement; Optical imaging; Optical noise; Optical sensors; Sensor arrays;
Conference_Titel :
Digital Signal Processing Workshop, 2004 and the 3rd IEEE Signal Processing Education Workshop. 2004 IEEE 11th
Print_ISBN :
0-7803-8434-2
DOI :
10.1109/DSPWS.2004.1437931
