Francis Jesmar P. Montalbo

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Convolutional Neural Network

Comparative Analysis

Top Venues

Biomed. Signal Process. Control.

KSII Trans. Internet Inf. Syst.

Multim. Tools Appl.

Publications

Francis Jesmar P. Montalbo
S3AR U-Net: A separable squeezed similarity attention-gated residual U-Net for glottis segmentation. Biomed. Signal Process. Control. 92 (2024)
Francis Jesmar P. Montalbo, Lovely Rose T. Hernandez, Lanie P. Palad, Ria C. Castillo, Alvin S. Alon, Anton Louise P. De Ocampo
Performance Analysis of Lightweight Vision Transformers and Deep Convolutional Neural Networks in Detecting Brain Tumors in MRI Scans: An Empirical Approach. ICBSP (2023)
Francis Jesmar P. Montalbo
Machine-based mosquito taxonomy with a lightweight network-fused efficient dual ConvNet with residual learning and Knowledge Distillation. Appl. Soft Comput. 133 (2023)
Francis Jesmar P. Montalbo
Automated diagnosis of diverse coffee leaf images through a stage-wise aggregated triple deep convolutional neural network. Mach. Vis. Appl. 33 (1) (2022)
Francis Jesmar P. Montalbo
Truncating fined-tuned vision-based models to lightweight deployable diagnostic tools for SARS-CoV-2 infected chest X-rays and CT-scans. Multim. Tools Appl. 81 (12) (2022)
Francis Jesmar P. Montalbo
Diagnosing gastrointestinal diseases from endoscopy images through a multi-fused CNN with auxiliary layers, alpha dropouts, and a fusion residual block. Biomed. Signal Process. Control. 76 (2022)
Francis Jesmar P. Montalbo, Alvin S. Alon
Empirical Analysis of a Fine-Tuned Deep Convolutional Model in Classifying and Detecting Malaria Parasites from Blood Smears. KSII Trans. Internet Inf. Syst. 15 (1) (2021)
Francis Jesmar P. Montalbo
Diagnosing Covid-19 chest x-rays with a lightweight truncated DenseNet with partial layer freezing and feature fusion. Biomed. Signal Process. Control. 68 (2021)
Francis Jesmar P. Montalbo
A Computer-Aided Diagnosis of Brain Tumors Using a Fine-Tuned YOLO-based Model with Transfer Learning. KSII Trans. Internet Inf. Syst. 14 (12) (2020)
Francis Jesmar P. Montalbo, Alexander A. Hernandez
Classification of Fish Species with Augmented Data using Deep Convolutional Neural Network. ICSET (2019)
Francis Jesmar P. Montalbo, Enrique D. Festijo
Comparative Analysis of Ensemble Learning Methods in Classifying Network Intrusions. ICSET (2019)