Title of article :
Gabor Filter Aided 3D Ultra-Sonography Diagnosis System with WLAN Transmission Consideration
Author/Authors :
Chen, Wei-Ming National Ilan University - Institute of Computer Science Information Engineering, Taiwan , Lo, Chi-Hsiang National Ilan University - Department of Electronic Engineering, Taiwan , Chao, Han-Chieh National Ilan University - Institute of Computer Science Information Engineering, Taiwan , Chao, Han-Chieh National Ilan University - Department of Electronic Engineering, Taiwan , Chao, Han-Chieh National Dong Hwa University - Department of Electrical Engineering, Taiwan , Chang, Chun-Cheng National Dong Hwa University - Department of Electrical Engineering, Taiwan
Abstract :
The Gabor filter aided diagnosis system for 3-dimensional ultra-sonography (3DUS)under the WLAN environment is introduced. Due to the important relationship between breasttumour surface features and internal architecture, we applied our system using 3D inter-pixelcorrelations instead of 2D features. Gabor filters provide a multi-resolution representation oftexture, which increases ultrasound technology capability in the differential diagnosis of solidbreast tumours. Our experiments show that the performance of the proposed diagnostic methodis effective. Moreover, physicians manipulate our diagnostic system using hand-held devices inthe hospital. Because WLAN is unstable, our system ensures good transmission quality. Wealso focus on transmission control strategies that adapt to the time varying wireless networkconditions. We analyze strategies that use competitive analysis techniques. The experimentsshow that the algorithm’s performance is effective
Keywords :
3D ultrasound , 3DUS , breast tumour , speckle noise , Gabor filter , auto , correlation , neural network , WLAN Transmission
Journal title :
Journal of J.UCS (Journal of Universal Computer Science)
Journal title :
Journal of J.UCS (Journal of Universal Computer Science)