Marcos Roberto e Souza

Universidade Estadual de Campinas (UNICAMP)

Papers

Total Citations

H-Index

About

Marcos Roberto e Souza is a researcher focused on digital video processing, particularly video stabilization and quality assessment. His work addresses the growing challenge of shaky footage from portable cameras, which is critical for applications in telemedicine, surveillance, and robotics. Souza’s major contributions include developing innovative evaluation methods for video stabilization algorithms, such as "visual rhythms" for qualitative analysis and "motion energy images" for quantitative assessment. These techniques provide intuitive and robust ways to measure stabilization performance, bridging the gap between subjective perception and objective metrics. His most-cited paper, "Visual rhythms for qualitative evaluation of video stabilization" (2020, 15 citations), introduces a novel approach that has been influential in the field. Additionally, his 2018 work on improving global motion estimation in 2D digital video stabilization methods (9 citations) offers practical enhancements for real-world applications. With a total of over 30 citations across his key papers, Souza’s research is steadily gaining recognition for its practical impact on video quality and usability. His work is essential reading for students and engineers developing more reliable and perceptually accurate video stabilization systems.