Mateus Grellert

Orcid: 0000-0003-0600-7054

According to our database1, Mateus Grellert authored at least 62 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Using Data Mining Techniques to Understand Patterns of Suicide and Reattempt Rates in Southern Brazil.
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

2023
An Energy-Efficient Interpolation Unit Targeting VVC Encoders with Approximate Adder.
Proceedings of the 36th SBC/SBMicro/IEEE/ACM Symposium on Integrated Circuits and Systems Design, 2023

Energy and Computing Assessment of Video Processing Kernels on CPU and FPGA platforms.
Proceedings of the 36th SBC/SBMicro/IEEE/ACM Symposium on Integrated Circuits and Systems Design, 2023

Low-Energy and Reduced-Area Hardware Architecture for the Versatile Video Coding FME.
Proceedings of the 36th SBC/SBMicro/IEEE/ACM Symposium on Integrated Circuits and Systems Design, 2023

A New Approach to Video Coding Leveraging Hybrid Coding and Video Frame Interpolation.
Proceedings of the 36th SBC/SBMicro/IEEE/ACM Symposium on Integrated Circuits and Systems Design, 2023

Complexity and Coding Efficiency Assessment of AOMedia Video 1.
Proceedings of the 14th IEEE Latin America Symposium on Circuits and System, 2023

Multiversion Low-Power Hardware Accelerator for the AV1 Interpolation Filters.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Hypersaline Tidal Flats Detection Using Deep Learning Over 37 Years of Landsat Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Fast and Low-Error Prediction of Logic Gate Cell Characterization.
Proceedings of the 30th IEEE International Conference on Electronics, Circuits and Systems, 2023

Stimming Behavior Dataset - Unifying Stereotype Behavior Dataset in the Wild.
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

MAT-Tree: A Tree-Based Method for Multiple Aspect Trajectory Clustering.
Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023

2022
C2PAx: Complexity-Aware Constant Parameter Approximation for Energy-Efficient Tree-Based Machine Learning Accelerators.
IEEE Trans. Circuits Syst. I Regul. Pap., 2022

A framework for designing power-efficient inference accelerators in tree-based learning applications.
Eng. Appl. Artif. Intell., 2022

Approximation Workflow for Energy-Efficient Comparators in Decision Tree Applications.
Proceedings of the 30th IFIP/IEEE 30th International Conference on Very Large Scale Integration, 2022

Exploring Approximate Comparator Circuits on Power Efficient Design of Decision Trees.
Proceedings of the 30th IFIP/IEEE 30th International Conference on Very Large Scale Integration, 2022

Exploring Machine Learning for Electrical Behavior Prediction: The CMOS Inverter Case Study.
Proceedings of the 35th SBC/SBMicro/IEEE/ACM Symposium on Integrated Circuits and Systems Design, 2022

High-Throughput Multifilter VLSI Design for the AV1 Fractional Motion Estimation.
Proceedings of the 35th SBC/SBMicro/IEEE/ACM Symposium on Integrated Circuits and Systems Design, 2022

Exploring the Impacts of Multiple Kernel Sizes of Gaussian Filters Combined to Approximate Computing in Canny Edge Detection.
Proceedings of the 13th IEEE Latin America Symposium on Circuits and System, 2022

On the Netlist Gate-level Pruning for Tree-based Machine Learning Accelerators.
Proceedings of the 13th IEEE Latin America Symposium on Circuits and System, 2022

Low-Complexity Multi-Type Tree Partitioning for Versatile Video Coding Based on Machine Learning.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Autoencoder Model Exploration for Multi-Layer Video Compression.
Proceedings of the 10th European Workshop on Visual Information Processing, 2022

Event Detection in Therapy Sessions for Children with Autism.
Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022

2021
Coding mode decision algorithm for fast HEVC transrating using heuristics and machine learning.
J. Real Time Image Process., 2021

SAD or SATD? How the Distortion Metric Impacts a Fractional Motion Estimation VLSI Architecture.
Proceedings of the 23rd International Workshop on Multimedia Signal Processing, 2021

Hardware-Friendly Search Patterns for the Versatile Video Coding Fractional Motion Estimation.
Proceedings of the 23rd International Workshop on Multimedia Signal Processing, 2021

Complexity and Coding Efficiency Assessment of the Versatile Video Coding Standard.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Design of Energy-Efficient Gaussian Filters by Combining Refactoring and Approximate Adders.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Fast Logic Optimization Using Decision Trees.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Quality and Complexity Assessment of Learning-Based Image Compression Solutions.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Relying on a Rate Constraint to Reduce Motion Estimation Complexity.
Proceedings of the IEEE International Conference on Acoustics, 2021


2020
Exploring high-order adder compressors for power reduction in sum of absolute differences architectures for real-time UHD video encoding.
J. Real Time Image Process., 2020

Standalone Rate-Distortion FME Architecture.
Proceedings of the 33rd Symposium on Integrated Circuits and Systems Design, 2020

Rate-Distortion and Complexity Comparison of HEVC and VVC Video Encoders.
Proceedings of the 11th IEEE Latin American Symposium on Circuits & Systems, 2020

VLSI Design of Tree-Based Inference for Low-Power Learning Applications.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Hardware Architecture for the Regular Interpolation Filter of the AV1 Video Coding Standard.
Proceedings of the 28th European Signal Processing Conference, 2020

2019
Fast Coding Unit Partition Decision for HEVC Using Support Vector Machines.
IEEE Trans. Circuits Syst. Video Technol., 2019

Quality and Energy-Aware HEVC Transrating Based on Machine Learning.
IEEE Trans. Circuits Syst. I Regul. Pap., 2019

Energy-aware cache hierarchy assessment targeting HEVC encoder execution.
J. Real Time Image Process., 2019

Evaluation of machine learning algorithms for fast video transcoding in streaming services.
Proceedings of the 25th Brazillian Symposium on Multimedia and the Web, 2019

Approximate interpolation filters for the fractional motion estimation in HEVC encoders and their VLSI design.
Proceedings of the 32nd Symposium on Integrated Circuits and Systems Design, 2019

Exploring Motion Vector Cost with Partial Distortion Elimination in Sum of Absolute Differences for HEVC Integer Motion Estimation.
Proceedings of the 17th IEEE International New Circuits and Systems Conference, 2019

Coding Tree Early Termination for Fast HEVC Transrating Based on Random Forests.
Proceedings of the IEEE International Conference on Acoustics, 2019

Hyperparameter Tuning and its Effects on Cardiac Arrhythmia Prediction.
Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018
Fast HEVC Transrating using Random Forests.
Proceedings of the IEEE Visual Communications and Image Processing, 2018

Exploiting Partial Distortion Elimination in the Sum of Absolute Differences for Energy-Efficient HEVC Integer Motion Estimation.
Proceedings of the 31st Symposium on Integrated Circuits and Systems Design, 2018

Fast and energy-efficient HEVC transrating based on frame partitioning inheritance.
Proceedings of the 9th IEEE Latin American Symposium on Circuits & Systems, 2018

Learning-Based Complexity Reduction and Scaling for HEVC Encoders.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
Power-Efficient Sum of Absolute Differences Hardware Architecture Using Adder Compressors for Integer Motion Estimation Design.
IEEE Trans. Circuits Syst. I Regul. Pap., 2017

Complexity control of HEVC encoders targeting real-time constraints.
J. Real Time Image Process., 2017

Using adder and subtractor compressors to sum of absolute transformed differences architecture for low-power video encoding.
Proceedings of the 24th IEEE International Conference on Electronics, Circuits and Systems, 2017

Exploiting absolute arithmetic for power-efficient sum of absolute differences.
Proceedings of the 24th IEEE International Conference on Electronics, Circuits and Systems, 2017

2016
Complexity-scalable HEVC encoding.
Proceedings of the 2016 Picture Coding Symposium, 2016

Energy-aware cache assessment of HEVC decoding.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

2015
Rate-distortion and energy performance of HEVC and H.264/AVC encoders: A comparative analysis.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

2014
Rate-distortion and energy performance of HEVC video encoders.
Proceedings of the 24th International Workshop on Power and Timing Modeling, 2014

2013
Iterative random search: a new local minima resistant algorithm for motion estimation in high-definition videos.
Multim. Tools Appl., 2013

An adaptive workload management scheme for HEVC encoding.
Proceedings of the IEEE International Conference on Image Processing, 2013

Hardware-software collaborative complexity reduction scheme for the emerging HEVC intra encoder.
Proceedings of the Design, Automation and Test in Europe, 2013

2012
Motion Vectors Merging: Low Complexity Prediction Unit Decision Heuristic for the Inter-prediction of HEVC Encoders.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

2011
A multilevel data reuse scheme for Motion Estimation and its VLSI design.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

2010
Memory-aware multiple reference frame motion estimation for the H.264/AVC standard.
Proceedings of the 17th IEEE International Conference on Electronics, 2010


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