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ORCIDVidya B. Manian
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- affiliation: University of Puerto Rico, Mayagüez, PR, USA
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Journal Articles
- 2024
[j20]Axi Aguilera, Vidya B. Manian
:
Artificial Intelligence Approach for Classifying Images of Upper-Atmospheric Transient Luminous Events. Sensors 24(10): 3208 (2024)- 2023
- [j19]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): 473 (2023) - [j18]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): 3515 (2023) - [j17]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): 4370 (2023) - [j16]Jaime Yeckle, Vidya B. Manian:
Automated Sleep Stage Classification in Home Environments: An Evaluation of Seven Deep Neural Network Architectures. Sensors 23(21): 8942 (2023) - 2022
- [j15]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): 1623 (2022) - [j14]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): 6895 (2022) - 2021
- [j13]Aníbal Romney, Vidya B. Manian:
Optimizing Seizure Prediction From Reduced Scalp EEG Channels Based on Spectral Features and MAML. IEEE Access 9: 164348-164357 (2021) - [j12]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): 18 (2021) - [j11]William Navas-Auger, Vidya B. Manian:
Spatial Low-Rank Tensor Factorization and Unmixing of Hyperspectral Images. Comput. 10(6): 78 (2021) - 2020
- [j10]Aníbal Romney, Vidya B. Manian:
Comparison of Frontal-Temporal Channels in Epilepsy Seizure Prediction Based on EEMD-ReliefF and DNN. Comput. 9(4): 78 (2020) - [j9]Saraswati Sridhar, Vidya B. Manian:
EEG and Deep Learning Based Brain Cognitive Function Classification. Comput. 9(4): 104 (2020) - 2019
- [j8]Saraswati Sridhar, Vidya B. Manian:
Assessment of Cognitive Aging Using an SSVEP-Based Brain-Computer Interface System. Big Data Cogn. Comput. 3(2): 29 (2019) - 2017
- [j7]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): 273-285 (2017) - 2016
- [j6]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): 5385-5396 (2016) - 2013
- [j5]Ollantay Medina, Vidya B. Manian, J. Danilo Chinea:
Biodiversity Assessment Using Hierarchical Agglomerative Clustering and Spectral Unmixing over Hyperspectral Images. Sensors 13(10): 13949-13959 (2013) - 2009
- [j4]Santiago Velasco-Forero, Vidya B. Manian:
Improving Hyperspectral Image Classification Using Spatial Preprocessing. IEEE Geosci. Remote. Sens. Lett. 6(2): 297-301 (2009) - 2007
- [j3]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): 023011 (2007) - 2000
- [j2]Vidya B. Manian, Ramón E. Vásquez, Praveen Katiyar:
Texture classification using logical operators. IEEE Trans. Image Process. 9(10): 1693-1703 (2000) - 1998
- [j1]Vidya B. Manian, Ramón E. Vásquez:
Scaled and rotated texture classification using a class of basis functions. Pattern Recognit. 31(12): 1937-1948 (1998)
Conference and Workshop Papers
- 2021
- [c14]Sergio D. Manzanarez, Vidya B. Manian:
Supervised Spatially Coherent Nonlinear Dimensionality Reduction for Hyperspectral Image Classification. WHISPERS 2021: 1-5 - [c13]William Navas-Auger, Vidya B. Manian:
Spatial Low-Rank Tensor Factorization and Unmixing of Hyperspectral Images. WHISPERS 2021: 1-4 - 2017
- [c12]Ernesto Reyes, Rita Jakelyn Abad, Julio Diaz, Vidya B. Manian:
Change detection assessment in a tropical forest using multispectral and hyperspectral images. IGARSS 2017: 624-627 - 2013
- [c11]Ollantay Medina, Vidya B. Manian, J. Danilo Chinea:
Biodiversity assessment using hierarchical clustering over hyperspectral images. WHISPERS 2013: 1-4 - 2012
- [c10]Ollantay Medina, Vidya B. Manian, J. Danilo Chinea:
Biodiversity assessment using hierarchical clustering over hyperspectral images. WHISPERS 2012: 1-4 - 2008
- [c9]Santiago Velasco-Forero, Vidya B. Manian:
Improving Hyperspectral Image Classification based on Graphs using Spatial Preprocessing. IGARSS (3) 2008: 656-659 - 2005
- [c8]Vidya B. Manian, Miguel Velez-Reyes:
A boosting algorithm for texture classification and object detection. Visual Information Processing 2005: 25-33 - 2004
- [c7]Vidya B. Manian, Ramón E. Vásquez:
Application of nonlinear texture dynamics for image classification. Visual Information Processing 2004: 183-192 - 2003
- [c6]Vidya B. Manian, Ramón E. Vásquez:
Texture analysis and synthesis: a review of recent advances. Visual Information Processing 2003: 242-250 - 2002
- [c5]Vidya B. Manian, Ramón E. Vásquez:
Genetic algorithm for texture description and classification. Visual Information Processing 2002: 57-63 - 2001
- [c4]Vidya B. Manian, Armando Vega, Ramón E. Vásquez:
Comparison of feature selection alogorithms for texture image classification. Visual Information Processing 2001: 56-64 - 2000
- [c3]Vidya B. Manian, Marcel Castro, Ramón E. Vásquez:
Texture-based algorithm for color image classification. Visual Information Processing 2000: 25-33 - 1999
- [c2]Vidya B. Manian, Myra Ruiz, Ramón E. Vásquez:
Robust toolbox for texture classification and segmentation. Visual Information Processing 1999: 130-141 - 1998
- [c1]Vidya B. Manian, Ramón E. Vásquez:
Texture discrimination in noise using wavelets. Visual Information Processing 1998: 278-288
Informal and Other Publications
- 2024
- [i3]Harshini Gangapuram, Vidya B. Manian:
Bayesian Functional Connectivity and Graph Convolutional Network for Working Memory Load Classification. CoRR abs/2404.19467 (2024) - [i2]Estefanía Alfaro-Mejía, Carlos J. Delgado, Vidya B. Manian:
An Elliptic Kernel Unsupervised Autoencoder-Graph Convolutional Network Ensemble Model for Hyperspectral Unmixing. CoRR abs/2406.06742 (2024) - [i1]Jairo Orozco-Sandoval, Vidya B. Manian, Sudhir Malik:
A multicategory jet image classification framework using deep neural network. CoRR abs/2407.03524 (2024)
Coauthor Index
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