Browsing by Author "Silva, Mateus Grellert da"
Now showing items 1-6 of 6
-
Automated design space exploration of approximate VLSI architectures for low-power tree-based learning models
Abreu, Brunno Alves de (2023) [Thesis]The evolution in CMOS technology has led to an increased computational capacity of electronic devices, enabling complex applications to be processed in embedded platforms. An example of this is the growth of machine learning ... -
Computational effort analysis and control in High Efficiency Video Coding
Silva, Mateus Grellert da (2014) [Dissertation]Codificadores HEVC impõem diversos desafios em aplicações embarcadas com restrições computacionais, especialmente quando há restrições de processamento em tempo real. Para tornar a codificação de vídeos HEVC factível nessas ... -
Computationally-efficient neural networks for image compression
Augusto, Leonardo de Souza (2024) [Work completion of graduation]Neural-network image compression (NNIC) is an emerging field, with notable works achieving promising results in terms of image quality, but yet to achieve feasible computational times. NNIC solutions employ the use of ... -
Exploring partial distortion elimination techniques in the sum of absolute differences architecture for HEVC integer motion estimation
Abreu, Brunno Alves de (2019) [Dissertation]Digital videos are among the multimedia applications that have been given the most importance in the recent years, leading to the development of better compression techniques at the cost of higher computing requirements. ... -
Machine learning mode decision for complexity reduction and scaling in video applications
Silva, Mateus Grellert da (2018) [Thesis]The recent innovations in Machine Learning techniques have led to a large utilization of intelligent models to solve complex problems that are especially hard to compute with traditional data structures and algorithms. In ... -
Power aware integer motion estimation architecture for HEVC video encoding
Abreu, Brunno Alves de (2018) [Work completion of graduation]The multimedia content traffic over the Internet is increasingly being represented by battery-powered devices, such as smartphones, tablets, etc. On the other hand, the increase in the density of components in a chip and, ...