Visual Attention and Applications in Multimedia Technologies
Résumé
Making technological advances in the field of human-machine interactions requires that the capabilities and limitations of the human perceptual system be taken into account. The focus of this report is an important mechanism of perception, visually selective attention, which is becoming more and more important for multimedia applications. We introduce the concept of visual attention and describe its underlying mechanisms. In particular, we introduce the concepts of overt and covert visual attention, and of bottom-up and top-down processing. Challenges related to modeling visual attention and their validation using ad hoc ground truth are also discussed. Examples of the usage of visual attention models in image and video processing are presented. We emphasize multimedia delivery, retargeting and quality assessment of image and video, medical imaging, and the field of stereoscopic 3-D image applications.
Mots clés
bottom-up processing
human computer interaction
human factors
human perceptual system
human visual attention
Image analysis
Image coding
image communication
image processing
medical imaging
Multimedia communication
multimedia computing
multimedia delivery
multimedia systems
multimedia technologies
quality assessment
stereo vision
stereoscopic 3D image applications
top-down processing
video processing
Video signal processing
visual system
VIsualization
visually selective attention