Vidya B. Manian

According to our database, Vidya B. Manian authored at least 36 papers between 1998 and 2024.

Collaborative distances:

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

2024

Artificial Intelligence Approach for Classifying Images of Upper-Atmospheric Transient Luminous Events.

Axi Aguilera, Vidya B. Manian

Sensors, May, 2024

Hyperspectral Multilevel GCN and CNN Feature Fusion for Change Detection.

Chhaya Katiyar, Vidya B. Manian

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

A multicategory jet image classification framework using deep neural network.

Jairo Orozco-Sandoval, Vidya B. Manian, Sudhir Malik

CoRR, 2024

An Elliptic Kernel Unsupervised Autoencoder-Graph Convolutional Network Ensemble Model for Hyperspectral Unmixing.

Estefanía Alfaro-Mejía, Carlos J. Delgado, Vidya B. Manian

CoRR, 2024

Bayesian Functional Connectivity and Graph Convolutional Network for Working Memory Load Classification.

Harshini Gangapuram, Vidya B. Manian

CoRR, 2024

2023

Automated Sleep Stage Classification in Home Environments: An Evaluation of Seven Deep Neural Network Architectures.

Jaime Yeckle, Vidya B. Manian

Sensors, November, 2023

Graph Convolutional Network Using Adaptive Neighborhood Laplacian Matrix for Hyperspectral Images with Application to Rice Seed Image Classification.

Jairo Orozco, Vidya B. Manian, Estefanía Alfaro, Harkamal Walia, Balpreet K. Dhatt

Sensors, April, 2023

A Deep Learning Framework for Processing and Classification of Hyperspectral Rice Seed Images Grown under High Day and Night Temperatures.

Víctor Díaz-Martínez, Jairo Orozco-Sandoval, Vidya B. Manian, Balpreet K. Dhatt, Harkamal Walia

Sensors, 2023

A Deep Neural Network for Working Memory Load Prediction from EEG Ensemble Empirical Mode Decomposition.

Sriniketan Sridhar, Aníbal Romney, Vidya B. Manian

Inf., 2023

2022

Land Use Land Cover Labeling of GLOBE Images Using a Deep Learning Fusion Model.

Sergio D. Manzanarez, Vidya B. Manian, Marvin Santos

Sensors, 2022

Hyperspectral Image Labeling and Classification Using an Ensemble Semi-Supervised Machine Learning Approach.

Vidya B. Manian, Estefanía Alfaro-Mejía, Roger P. Tokars

Sensors, 2022

2021

Spatial Low-Rank Tensor Factorization and Unmixing of Hyperspectral Images.

William Navas-Auger, Vidya B. Manian

Comput., 2021

Network Analysis of Local Gene Regulators in Arabidopsis thaliana under Spaceflight Stress.

Vidya B. Manian, Harshini Gangapuram, Jairo Orozco, Heeralal Janwa, Carlos Agrinsoni

Comput., 2021

Optimizing Seizure Prediction From Reduced Scalp EEG Channels Based on Spectral Features and MAML.

Aníbal Romney, Vidya B. Manian

IEEE Access, 2021

Supervised Spatially Coherent Nonlinear Dimensionality Reduction for Hyperspectral Image Classification.

Sergio D. Manzanarez, Vidya B. Manian

Proceedings of the 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2021

2020

EEG and Deep Learning Based Brain Cognitive Function Classification.

Saraswati Sridhar, Vidya B. Manian

Comput., 2020

Comparison of Frontal-Temporal Channels in Epilepsy Seizure Prediction Based on EEMD-ReliefF and DNN.

Aníbal Romney, Vidya B. Manian

Comput., 2020

2019

Assessment of Cognitive Aging Using an SSVEP-Based Brain-Computer Interface System.

Saraswati Sridhar, Vidya B. Manian

Big Data Cogn. Comput., 2019

2017

An Information and Control Framework for Optimizing User-Compliant Human-Computer Interfaces.

Justin Tantiongloc, Diego Mesa, Rui Ma, Sanggyun Kim, Cristian H. Alzate, Jaime J. Camacho, Vidya B. Manian, Todd P. Coleman

Proc. IEEE, 2017

Change detection assessment in a tropical forest using multispectral and hyperspectral images.

Ernesto Reyes, Rita Jakelyn Abad, Julio Diaz, Vidya B. Manian

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

A New Methodology Based on Level Sets for Target Detection in Hyperspectral Images.

Andres Alarcon-Ramirez, Mugizi Robert Rwebangira, Mohamed F. Chouikha, Vidya B. Manian

IEEE Trans. Geosci. Remote. Sens., 2016

2013

Biodiversity Assessment Using Hierarchical Agglomerative Clustering and Spectral Unmixing over Hyperspectral Images.

Ollantay Medina, Vidya B. Manian, J. Danilo Chinea

Sensors, 2013

Biodiversity assessment using hierarchical clustering over hyperspectral images.

Ollantay Medina, Vidya B. Manian, J. Danilo Chinea

Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

2009

Improving Hyperspectral Image Classification Using Spatial Preprocessing.

Santiago Velasco-Forero, Vidya B. Manian

IEEE Geosci. Remote. Sens. Lett., 2009

2008

Improving Hyperspectral Image Classification based on Graphs using Spatial Preprocessing.

Santiago Velasco-Forero, Vidya B. Manian

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007

Land cover and benthic habitat classification using texture features from hyperspectral and multispectral images.

Vidya B. Manian, Luis O. Jimenez

J. Electronic Imaging, 2007

2005

A boosting algorithm for texture classification and object detection.

Vidya B. Manian, Miguel Velez-Reyes

Proceedings of the Visual Information Processing XIV, 2005

2004

Application of nonlinear texture dynamics for image classification.

Vidya B. Manian, Ramón E. Vásquez

Proceedings of the Visual Information Processing XIII, Orlando, FL, USA, April 12, 2004, 2004

2003

Texture analysis and synthesis: a review of recent advances.

Vidya B. Manian, Ramón E. Vásquez

Proceedings of the Visual Information Processing XII, Orlando, FL, USA, April 21, 2003, 2003

2002

Genetic algorithm for texture description and classification.

Vidya B. Manian, Ramón E. Vásquez

Proceedings of the Visual Information Processing XI, Orlando, FL, USA, April 1, 2002, 2002

2001

Comparison of feature selection alogorithms for texture image classification.

Vidya B. Manian, Armando Vega, Ramón E. Vásquez

Proceedings of the Visual Information Processing X, Orlando, FL, USA, April 16, 2001, 2001

2000

Texture classification using logical operators.

Vidya B. Manian, Ramón E. Vásquez, Praveen Katiyar

IEEE Trans. Image Process., 2000

Texture-based algorithm for color image classification.

Vidya B. Manian, Marcel Castro, Ramón E. Vásquez

Proceedings of the Visual Information Processing IX, Orlando, FL, USA, April 24, 2000, 2000

1999

Robust toolbox for texture classification and segmentation.

Vidya B. Manian, Myra Ruiz, Ramón E. Vásquez

Proceedings of the Visual Information Processing VIII, Orlando, FL, USA, April 5, 1999, 1999

1998

Scaled and rotated texture classification using a class of basis functions.

Vidya B. Manian, Ramón E. Vásquez

Pattern Recognit., 1998

Texture discrimination in noise using wavelets.

Vidya B. Manian, Ramón E. Vásquez

Proceedings of the Visual Information Processing VII, Orlando, FL, USA, April 13, 1998, 1998