Diego Renza

According to our database, Diego Renza authored at least 30 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Evaluation of pruning according to the complexity of the image dataset.

Jose Lozano, Diego Renza, Dora Ballesteros

J. Inf. Hiding Multim. Signal Process., June, 2024

2023

An efficient deep learning model using network pruning for fake banknote recognition.

César G. Pachón, Dora M. Ballesteros L., Diego Renza

Expert Syst. Appl., December, 2023

Sp2PS: Pruning Score by Spectral and Spatial Evaluation of CAM Images.

Diego Renza, Dora M. Ballesteros L.

Informatics, 2023

Is My Pruned Model Trustworthy? PE-Score: A New CAM-Based Evaluation Metric.

César G. Pachón, Diego Renza, Dora M. Ballesteros L.

Big Data Cogn. Comput., 2023

2022

SeNPIS: Sequential Network Pruning by class-wise Importance Score.

César G. Pachón, Dora M. Ballesteros L., Diego Renza

Appl. Soft Comput., 2022

2021

Copy-Move Forgery Detection (CMFD) Using Deep Learning for Image and Video Forensics.

Yohanna Rodríguez-Ortega, Dora M. Ballesteros L., Diego Renza

J. Imaging, 2021

Deep4SNet: deep learning for fake speech classification.

Dora M. Ballesteros L., Yohanna Rodríguez-Ortega, Diego Renza, Gonzalo R. Arce

Expert Syst. Appl., 2021

Landslide Susceptibility Model by Means of Remote Sensing Images and AutoML.

Diego Renza, Elsa Adriana Cárdenas, Carlos Marcelo Jaramillo, Serena Sarah Weber, Estibaliz Martinez

Proceedings of the Applied Computer Sciences in Engineering, 2021

Fake Speech Recognition Using Deep Learning.

Steven Camacho, Dora María Ballesteros L., Diego Renza

Proceedings of the Applied Computer Sciences in Engineering, 2021

2020

A Machine Learning Model to Detect Fake Voice.

Yohanna Rodríguez-Ortega, Dora María Ballesteros L., Diego Renza

Proceedings of the Applied Informatics - Third International Conference, 2020

2019

High-uncertainty audio signal encryption based on the Collatz conjecture.

Diego Renza, Sebastián Mendoza, Dora M. Ballesteros L.

J. Inf. Secur. Appl., 2019

A cloud-oriented integrity verification system for audio forensics.

Steven Camacho, Dora M. Ballesteros L., Diego Renza

Comput. Electr. Eng., 2019

Speaker verification with fake intonation based on Neural Networks.

Angie Natalia Vasquez, Dora María Ballesteros L., Diego Renza

Proceedings of the 7th International Workshop on Biometrics and Forensics, 2019

2018

Secure Speech Content Based on Scrambling and Adaptive Hiding.

Dora M. Ballesteros L., Diego Renza

Symmetry, 2018

Evolutionary Algorithm for Speech Scrambling based on Asexual Reproduction.

Dora M. Ballesteros L., Alejandro Sandoval, Diego Renza

J. Inf. Hiding Multim. Signal Process., 2018

Authenticity verification of audio signals based on fragile watermarking for audio forensics.

Diego Renza, Dora M. Ballesteros L., Camilo Lemus

Expert Syst. Appl., 2018

A Novel Image Encryption Scheme Based on Collatz Conjecture.

Dora M. Ballesteros L., Jimmy Peña, Diego Renza

Entropy, 2018

2017

Audio Authenticity and Tampering Detection based on Information Hiding and Collatz p-bit Code.

Diego Renza, Camilo Lemus, Dora M. Ballesteros L.

J. Inf. Hiding Multim. Signal Process., 2017

Security Analysis of The Speech Scrambling Method Based on Imitation of A Super-Gaussian Signal.

Dora M. Ballesteros L., Diego Renza, Steven Camacho

J. Inf. Hiding Multim. Signal Process., 2017

A Semi-supervised Speaker Identification Method for Audio Forensics Using Cochleagrams.

Steven Camacho, Diego Renza, Dora M. Ballesteros L.

Proceedings of the Applied Computer Sciences in Engineering, 2017

2016

An Unconditionally Secure Speech Scrambling Scheme Based on An Imitation Process to A Gaussian Noise Signal.

Dora M. Ballesteros L., Diego Renza, Steven Camacho

J. Inf. Hiding Multim. Signal Process., 2016

Highly Transparent Steganography Scheme of Speech Signals into Color Images Using Quantization Index Modulation.

Diego Renza, Dora M. Ballesteros L., Jeisson Sánchez

Proceedings of the Pattern Recognition - 8th Mexican Conference, 2016

High Scrambling Degree in Audio Through Imitation of an Unintelligible Signal.

Dora M. Ballesteros L., Diego Renza, Steven Camacho

Proceedings of the Pattern Recognition - 8th Mexican Conference, 2016

Highly Transparent and Secure Scheme for Concealing Text Within Audio.

Diego Renza, Camilo Lemus, Dora M. Ballesteros L.

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2016

2015

Transformada Wavelet Compleja de Doble Árbol (DT-CWT) y su aplicación en Teledetección. Nuevos modelos y aplicaciones.

Diego Renza

PhD thesis, 2015

Gray-scale Images within Color Images using Similarity Histogram-Based Selection and Replacement Algorithm.

Dora M. Ballesteros L., Diego Renza, Ramiron Rincon

J. Inf. Hiding Multim. Signal Process., 2015

2013

A New Approach to Change Detection in Multispectral Images by Means of ERGAS Index.

Diego Renza, Estibaliz Martinez, Agueda Arquero

IEEE Geosci. Remote. Sens. Lett., 2013

2010

Automatic Image Segmentation Optimized by Bilateral Filtering.

Javier Sánchez, Estibaliz Martinez, Agueda Arquero, Diego Renza

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010

Pansharpening of High and Medium Resolution Satellite Images Using Bilateral Filtering.

Diego Renza, Estibaliz Martinez, Agueda Arquero, Javier Sánchez

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010

2009

Optimizing Classification Accuracy of Remotely Sensed Imagery with DT-CWT Fused Images.

Diego Renza, Estibaliz Martinez, Agueda Arquero

Proceedings of the Progress in Pattern Recognition, 2009