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ORCIDDiego Renza
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Books and Theses
- 2015
[b1]Diego Renza:
Transformada Wavelet Compleja de Doble Árbol (DT-CWT) y su aplicación en Teledetección. Nuevos modelos y aplicaciones. Technical University of Madrid, Spain, 2015
Journal Articles
- 2024
- [j18]Jose Lozano, Diego Renza, Dora Ballesteros:
Evaluation of pruning according to the complexity of the image dataset. J. Inf. Hiding Multim. Signal Process. 15(2): 53-62 (2024) - 2023
- [j17]César G. Pachón
, Diego Renza, Dora M. Ballesteros L.:
Is My Pruned Model Trustworthy? PE-Score: A New CAM-Based Evaluation Metric. Big Data Cogn. Comput. 7(2): 111 (2023) - [j16]César G. Pachón, Dora M. Ballesteros L., Diego Renza:
An efficient deep learning model using network pruning for fake banknote recognition. Expert Syst. Appl. 233: 120961 (2023) - [j15]Diego Renza, Dora M. Ballesteros L.:
Sp2PS: Pruning Score by Spectral and Spatial Evaluation of CAM Images. Informatics 10(3): 72 (2023) - 2022
- [j14]César G. Pachón, Dora M. Ballesteros L., Diego Renza:
SeNPIS: Sequential Network Pruning by class-wise Importance Score. Appl. Soft Comput. 129: 109558 (2022) - 2021
- [j13]Dora M. Ballesteros L., Yohanna Rodríguez-Ortega, Diego Renza, Gonzalo R. Arce:
Deep4SNet: deep learning for fake speech classification. Expert Syst. Appl. 184: 115465 (2021) - [j12]Yohanna Rodríguez-Ortega, Dora M. Ballesteros L., Diego Renza:
Copy-Move Forgery Detection (CMFD) Using Deep Learning for Image and Video Forensics. J. Imaging 7(3): 59 (2021) - 2019
- [j11]Steven Camacho, Dora M. Ballesteros L., Diego Renza:
A cloud-oriented integrity verification system for audio forensics. Comput. Electr. Eng. 73: 259-267 (2019) - [j10]Diego Renza, Sebastián Mendoza, Dora M. Ballesteros L.:
High-uncertainty audio signal encryption based on the Collatz conjecture. J. Inf. Secur. Appl. 46: 62-69 (2019) - 2018
- [j9]Dora M. Ballesteros L., Jimmy Peña, Diego Renza:
A Novel Image Encryption Scheme Based on Collatz Conjecture. Entropy 20(12): 901 (2018) - [j8]Diego Renza, Dora M. Ballesteros L., Camilo Lemus:
Authenticity verification of audio signals based on fragile watermarking for audio forensics. Expert Syst. Appl. 91: 211-222 (2018) - [j7]Dora M. Ballesteros L., Alejandro Sandoval, Diego Renza:
Evolutionary Algorithm for Speech Scrambling based on Asexual Reproduction. J. Inf. Hiding Multim. Signal Process. 9(4): 796-806 (2018) - [j6]Dora M. Ballesteros L., Diego Renza:
Secure Speech Content Based on Scrambling and Adaptive Hiding. Symmetry 10(12): 694 (2018) - 2017
- [j5]Dora M. Ballesteros L., Diego Renza, Steven Camacho:
Security Analysis of The Speech Scrambling Method Based on Imitation of A Super-Gaussian Signal. J. Inf. Hiding Multim. Signal Process. 8(1): 156-167 (2017) - [j4]Diego Renza, Camilo Lemus, Dora M. Ballesteros L.:
Audio Authenticity and Tampering Detection based on Information Hiding and Collatz p-bit Code. J. Inf. Hiding Multim. Signal Process. 8(6): 1294-1304 (2017) - 2016
- [j3]Dora M. Ballesteros L., Diego Renza, Steven Camacho:
An Unconditionally Secure Speech Scrambling Scheme Based on An Imitation Process to A Gaussian Noise Signal. J. Inf. Hiding Multim. Signal Process. 7(2): 233-242 (2016) - 2015
- [j2]Dora M. Ballesteros L., Diego Renza, Ramiron Rincon:
Gray-scale Images within Color Images using Similarity Histogram-Based Selection and Replacement Algorithm. J. Inf. Hiding Multim. Signal Process. 6(6): 1156-1166 (2015) - 2013
- [j1]Diego Renza, Estibaliz Martinez, Agueda Arquero:
A New Approach to Change Detection in Multispectral Images by Means of ERGAS Index. IEEE Geosci. Remote. Sens. Lett. 10(1): 76-80 (2013)
Conference and Workshop Papers
- 2021
- [c11]Diego Renza, Elsa Adriana Cárdenas, Carlos Marcelo Jaramillo, Serena Sarah Weber, Estibaliz Martinez:
Landslide Susceptibility Model by Means of Remote Sensing Images and AutoML. WEA 2021: 25-37 - [c10]Steven Camacho, Dora María Ballesteros L., Diego Renza:
Fake Speech Recognition Using Deep Learning. WEA 2021: 38-48 - 2020
- [c9]Yohanna Rodríguez-Ortega, Dora María Ballesteros L., Diego Renza:
A Machine Learning Model to Detect Fake Voice. ICAI 2020: 3-13 - 2019
- [c8]Angie Natalia Vasquez, Dora María Ballesteros L., Diego Renza:
Speaker verification with fake intonation based on Neural Networks. IWBF 2019: 1-5 - 2017
- [c7]Steven Camacho, Diego Renza, Dora M. Ballesteros L.:
A Semi-supervised Speaker Identification Method for Audio Forensics Using Cochleagrams. WEA 2017: 55-64 - 2016
- [c6]Diego Renza, Camilo Lemus, Dora M. Ballesteros L.:
Highly Transparent and Secure Scheme for Concealing Text Within Audio. CIARP 2016: 27-35 - [c5]Diego Renza, Dora M. Ballesteros L., Jeisson Sánchez:
Highly Transparent Steganography Scheme of Speech Signals into Color Images Using Quantization Index Modulation. MCPR 2016: 241-250 - [c4]Dora M. Ballesteros L., Diego Renza, Steven Camacho:
High Scrambling Degree in Audio Through Imitation of an Unintelligible Signal. MCPR 2016: 251-259 - 2010
- [c3]Javier Sánchez, Estibaliz Martinez, Agueda Arquero, Diego Renza:
Automatic Image Segmentation Optimized by Bilateral Filtering. CIARP 2010: 303-310 - [c2]Diego Renza, Estibaliz Martinez, Agueda Arquero, Javier Sánchez:
Pansharpening of High and Medium Resolution Satellite Images Using Bilateral Filtering. CIARP 2010: 311-318 - 2009
- [c1]Diego Renza, Estibaliz Martinez, Agueda Arquero:
Optimizing Classification Accuracy of Remotely Sensed Imagery with DT-CWT Fused Images. CIARP 2009: 1031-1038
Coauthor Index
aka: Dora María Ballesteros L.
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