activity
20142022
most citedLow-complexity Approximate Convolutional Neural Networks

50 citations · 212 across the 13 of their papers we have counts for

collaborators

15 papers

eess.SP2024

Discrete Fourier Transform Approximations Based on the Cooley-Tukey Radix-2 Algorithm

D. F. G. Coelho, R. J. Cintra

This report elaborates on approximations for the discrete Fourier transform by means of replacing the exact Cooley-Tukey algorithm twiddle-factors by low-complexity integers, such…

stat.ME2023163 cited

An Iterative Wavelet Threshold for Signal Denoising

F. M. Bayer, A. J. Kozakevicius, R. J. Cintra

This paper introduces an adaptive filtering process based on shrinking wavelet coefficients from the corresponding signal wavelet representation. The filtering procedure considers…

stat.ME202210 cited

2-D Rayleigh Autoregressive Moving Average Model for SAR Image Modeling

B. G. Palm, F. M. Bayer, R. J. Cintra

Two-dimensional (2-D) autoregressive moving average (ARMA) models are commonly applied to describe real-world image data, usually assuming Gaussian or symmetric noise. However, rea…

stat.ME20226 cited

Improved Point Estimation for the Rayleigh Regression Model

B. G. Palm, F. M. Bayer, R. J. Cintra

The Rayleigh regression model was recently proposed for modeling amplitude values of synthetic aperture radar (SAR) image pixels. However, inferences from such model are based on t…

stat.AP20223 cited

Robust Rayleigh Regression Method for SAR Image Processing in Presence of Outliers

B. G. Palm, F. M. Bayer, R. Machado +3

The presence of outliers (anomalous values) in synthetic aperture radar (SAR) data and the misspecification in statistical image models may result in inaccurate inferences. To avoi…

stat.ME202211 cited

Signal Detection and Inference Based on the Beta Binomial Autoregressive Moving Average Model

B. G. Palm, F. M. Bayer, R. J. Cintra

This paper proposes the beta binomial autoregressive moving average model (BBARMA) for modeling quantized amplitude data and bounded count data. The BBARMA model estimates the cond…