engleski

Multiresolution Approach to Processing Images for Different Applications

This talk presents theoretical and practical aspects of the interaction between low and high level image processing. Low level image processing is important for the performance of many high level applications. The book includes examples from different research fields, i.e. video surveillance ; biomedical applications (EMG and X-ray) ; improved communication, namely teleoperation, telemedicine, animation, augmented/virtual reality and robot vision ; monitoring of the condition of ship systems and image quality control. Nowadays computers are expected to perform complex tasks involving the processing of huge amounts of data. People are often unaware that such intensive operations are required in computer vision tasks. Different phenomena related to pixel/voxel or global size can cause failure of higher vision applications. Such phenomena include illumination variations, noise, camera jitter, shadows, visibility, weather conditions, etc. This talk describes the influence of lower vi- sion tasks (e.g. denoising or thresholding) on higher vision tasks (e.g. motion segmentation or product quality). The interaction between lower and higher vision is illustrated with examples of visual quality control and advanced visualization in marine communications used to decrease the stress felt by seafarers due to their separation from their families.

Augmented Reality ; Damage Detection ; Image Processing ; Improved Communication ; Medical Diagnosis ; Scientific Visualization ; Video Surveillance ; Visual Quality Control ; Wavelet Transform

Kompletno predavanje je objavljeno kao znanstvena monografija (rad unesen u CROSBI pod brojem 749100). Izdavač Springer.