Vidya B. Manian

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 21

Top Topics

Convolutional Network

Image Classification

Top Venues

Publications

Harshini Gangapuram, Vidya B. Manian
Bayesian Functional Connectivity and Graph Convolutional Network for Working Memory Load Classification. CoRR (2024)
Jairo Orozco-Sandoval, Vidya B. Manian, Sudhir Malik
A multicategory jet image classification framework using deep neural network. CoRR (2024)
Estefanía Alfaro-Mejía, Carlos J. Delgado, Vidya B. Manian
An Elliptic Kernel Unsupervised Autoencoder-Graph Convolutional Network Ensemble Model for Hyperspectral Unmixing. CoRR (2024)
Axi Aguilera, Vidya B. Manian
Artificial Intelligence Approach for Classifying Images of Upper-Atmospheric Transient Luminous Events. Sensors 24 (10) (2024)
Víctor Díaz-Martínez, Jairo Orozco-Sandoval, Vidya B. Manian, Balpreet K. Dhatt, Harkamal Walia
A Deep Learning Framework for Processing and Classification of Hyperspectral Rice Seed Images Grown under High Day and Night Temperatures. Sensors 23 (9) (2023)
Jairo Orozco, Vidya B. Manian, Estefanía Alfaro, Harkamal Walia, Balpreet K. Dhatt
Graph Convolutional Network Using Adaptive Neighborhood Laplacian Matrix for Hyperspectral Images with Application to Rice Seed Image Classification. Sensors 23 (7) (2023)
Jaime Yeckle, Vidya B. Manian
Automated Sleep Stage Classification in Home Environments: An Evaluation of Seven Deep Neural Network Architectures. Sensors 23 (21) (2023)
Sriniketan Sridhar, Aníbal Romney, Vidya B. Manian
A Deep Neural Network for Working Memory Load Prediction from EEG Ensemble Empirical Mode Decomposition. Inf. 14 (9) (2023)
Vidya B. Manian, Estefanía Alfaro-Mejía, Roger P. Tokars
Hyperspectral Image Labeling and Classification Using an Ensemble Semi-Supervised Machine Learning Approach. Sensors 22 (4) (2022)
Sergio D. Manzanarez, Vidya B. Manian, Marvin Santos
Land Use Land Cover Labeling of GLOBE Images Using a Deep Learning Fusion Model. Sensors 22 (18) (2022)
William Navas-Auger, Vidya B. Manian
Spatial Low-Rank Tensor Factorization and Unmixing of Hyperspectral Images. WHISPERS (2021)
Vidya B. Manian, Harshini Gangapuram, Jairo Orozco, Heeralal Janwa, Carlos Agrinsoni
Network Analysis of Local Gene Regulators in Arabidopsis thaliana under Spaceflight Stress. Comput. 10 (2) (2021)
Sergio D. Manzanarez, Vidya B. Manian
Supervised Spatially Coherent Nonlinear Dimensionality Reduction for Hyperspectral Image Classification. WHISPERS (2021)
Aníbal Romney, Vidya B. Manian
Optimizing Seizure Prediction From Reduced Scalp EEG Channels Based on Spectral Features and MAML. IEEE Access 9 (2021)
William Navas-Auger, Vidya B. Manian
Spatial Low-Rank Tensor Factorization and Unmixing of Hyperspectral Images. Comput. 10 (6) (2021)
Aníbal Romney, Vidya B. Manian
Comparison of Frontal-Temporal Channels in Epilepsy Seizure Prediction Based on EEMD-ReliefF and DNN. Comput. 9 (4) (2020)
Saraswati Sridhar, Vidya B. Manian
EEG and Deep Learning Based Brain Cognitive Function Classification. Comput. 9 (4) (2020)
Saraswati Sridhar, Vidya B. Manian
Assessment of Cognitive Aging Using an SSVEP-Based Brain-Computer Interface System. Big Data Cogn. Comput. 3 (2) (2019)
Ernesto Reyes, Rita Jakelyn Abad, Julio Diaz, Vidya B. Manian
Change detection assessment in a tropical forest using multispectral and hyperspectral images. IGARSS (2017)
Justin Tantiongloc, Diego Mesa, Rui Ma, Sanggyun Kim, Cristian H. Alzate, Jaime J. Camacho, Vidya B. Manian, Todd P. Coleman
An Information and Control Framework for Optimizing User-Compliant Human-Computer Interfaces. Proc. IEEE 105 (2) (2017)
Andres Alarcon-Ramirez, Mugizi Robert Rwebangira, Mohamed F. Chouikha, Vidya B. Manian
A New Methodology Based on Level Sets for Target Detection in Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 54 (9) (2016)
Ollantay Medina, Vidya B. Manian, J. Danilo Chinea
Biodiversity Assessment Using Hierarchical Agglomerative Clustering and Spectral Unmixing over Hyperspectral Images. Sensors 13 (10) (2013)
Ollantay Medina, Vidya B. Manian, J. Danilo Chinea
Biodiversity assessment using hierarchical clustering over hyperspectral images. WHISPERS (2013)
Ollantay Medina, Vidya B. Manian, J. Danilo Chinea
Biodiversity assessment using hierarchical clustering over hyperspectral images. WHISPERS (2012)
Santiago Velasco-Forero, Vidya B. Manian
Improving Hyperspectral Image Classification Using Spatial Preprocessing. IEEE Geosci. Remote. Sens. Lett. 6 (2) (2009)
Santiago Velasco-Forero, Vidya B. Manian
Improving Hyperspectral Image Classification based on Graphs using Spatial Preprocessing. IGARSS (3) (2008)
Vidya B. Manian, Luis O. Jimenez
Land cover and benthic habitat classification using texture features from hyperspectral and multispectral images. J. Electronic Imaging 16 (2) (2007)
Vidya B. Manian, Miguel Velez-Reyes
A boosting algorithm for texture classification and object detection. Visual Information Processing (2005)
Vidya B. Manian, Ramón E. Vásquez
Application of nonlinear texture dynamics for image classification. Visual Information Processing (2004)
Vidya B. Manian, Ramón E. Vásquez
Texture analysis and synthesis: a review of recent advances. Visual Information Processing (2003)
Vidya B. Manian, Ramón E. Vásquez
Genetic algorithm for texture description and classification. Visual Information Processing (2002)
Vidya B. Manian, Armando Vega, Ramón E. Vásquez
Comparison of feature selection alogorithms for texture image classification. Visual Information Processing (2001)
Vidya B. Manian, Ramón E. Vásquez, Praveen Katiyar
Texture classification using logical operators. IEEE Trans. Image Process. 9 (10) (2000)
Vidya B. Manian, Marcel Castro, Ramón E. Vásquez
Texture-based algorithm for color image classification. Visual Information Processing (2000)
Vidya B. Manian, Myra Ruiz, Ramón E. Vásquez
Robust toolbox for texture classification and segmentation. Visual Information Processing (1999)
Vidya B. Manian, Ramón E. Vásquez
Texture discrimination in noise using wavelets. Visual Information Processing (1998)
Vidya B. Manian, Ramón E. Vásquez
Scaled and rotated texture classification using a class of basis functions. Pattern Recognit. 31 (12) (1998)