Vidya B. Manian

44 papers B 1C 1Journal 29Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Comparative Analysis of Diffusion Models for Jet Image Generation in High-Energy Physics. IEEE Access Víctor Díaz-Martínez, Vidya B. Manian
2025	J	`jnl`	An Elliptic Kernel Unsupervised Autoencoder - Graph Convolutional Network Ensemble Model for Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Estefanía Alfaro-Mejía, Carlos J. Delgado, Vidya B. Manian
2025	J	`jnl`	Early Parkinson's Disease Prediction Using rS-fMRI Functional Connectivity and Autoencoder Graph Convolutional Network. IEEE Access Lesbia López Limas, Vidya B. Manian
2025	J	`jnl`	Jet Image Tagging Using Deep Learning: An Ensemble Model. CoRR Juvenal Bassa, Vidya B. Manian, Sudhir Malik, Arghya Chattopadhyay
2025	J	`jnl`	The Future of Artificial Intelligence and the Mathematical and Physical Sciences (AI+MPS). CoRR Andrew Ferguson, Marisa Lafleur, Lars Ruthotto, Jesse Thaler, Yuan-Sen Ting, Pratyush Tiwary, Soledad Villar, E. Paulo Alves, Jeremy Avigad, Simon Billinge, Camille L. Bilodeau, Keith Brown, Emmanuel J. Candès, Arghya Chattopadhyay, Bingqing Cheng, Jonathan Clausen, Connor W. Coley, Andrew J. Connolly, Fred Daum, Sijia S. Dong, Chrisy Xiyu Du, Cora Dvorkin, Cristiano Fanelli, Eric B. Ford, Luis Manuel Frutos, Nicolás García Trillos, Cecilia Garraffo, Robert Ghrist, Rafael Gómez-Bombarelli, Gianluca Guadagni, Sreelekha Guggilam, Sergei Gukov, Juan B. Gutierrez, Salman Habib, Johannes Hachmann, Boris Hanin, Philip C. Harris, Murray Holland, Elizabeth Holm, Hsin-Yuan Huang, Shih-Chieh Hsu, Nick Jackson, Olexandr Isayev, Heng Ji, Aggelos K. Katsaggelos, Jeremy Kepner, Yannis G. Kevrekidis, Michelle P. Kuchera, J. Nathan Kutz, Branislava Lalic, Ann Lee, Matt LeBlanc, Josiah Lim, Rebecca Lindsey, Yongmin Liu, Peter Y. Lu, Sudhir Malik, Vuk Mandic, Vidya B. Manian, Emeka P. Mazi, Pankaj Mehta, Peter Melchior, Brice Ménard, Jennifer Ngadiuba, Stella Offner, Elsa Olivetti, Shyue Ping Ong, Christopher Rackauckas, Philippe Rigollet, Chad Risko, Philip Romero, Grant M. Rotskoff, Brett Savoie, Uros Seljak, David Shih, Gary Shiu, Dima Shlyakhtenko, Eva Silverstein, Taylor Sparks, Thomas Strohmer, Christopher Stubbs, Stephen Thomas, Suriyanarayanan Vaikuntanathan, René Vidal, Francisco Villaescusa-Navarro, Gregory Voth, Benjamin Wandelt, Rachel Ward, Melanie Weber, Risa Wechsler, Stephen Whitelam, Olaf Wiest, Mike Williams, Zhuoran Yang, Yaroslava G. Yingling, Bin Yu, Shuwen Yue, Ann Zabludoff, Huimin Zhao, Tong Zhang
2024	J	`jnl`	A multicategory jet image classification framework using deep neural network. CoRR Jairo Orozco-Sandoval, Vidya B. Manian, Sudhir Malik
2024	J	`jnl`	An Elliptic Kernel Unsupervised Autoencoder-Graph Convolutional Network Ensemble Model for Hyperspectral Unmixing. CoRR Estefanía Alfaro-Mejía, Carlos J. Delgado, Vidya B. Manian
2024	J	`jnl`	Artificial Intelligence Approach for Classifying Images of Upper-Atmospheric Transient Luminous Events. Sensors Axi Aguilera, Vidya B. Manian
2024	J	`jnl`	Bayesian Functional Connectivity and Graph Convolutional Network for Working Memory Load Classification. CoRR Harshini Gangapuram, Vidya B. Manian
2024	J	`jnl`	Hyperspectral Multilevel GCN and CNN Feature Fusion for Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Chhaya Katiyar, Vidya B. Manian
2023	J	`jnl`	A Deep Learning Framework for Processing and Classification of Hyperspectral Rice Seed Images Grown under High Day and Night Temperatures. Sensors Víctor Díaz-Martínez, Jairo Orozco-Sandoval, Vidya B. Manian, Balpreet K. Dhatt, Harkamal Walia
2023	J	`jnl`	A Deep Neural Network for Working Memory Load Prediction from EEG Ensemble Empirical Mode Decomposition. Inf. Sriniketan Sridhar, Aníbal Romney, Vidya B. Manian
2023	J	`jnl`	Automated Sleep Stage Classification in Home Environments: An Evaluation of Seven Deep Neural Network Architectures. Sensors Jaime Yeckle, Vidya B. Manian
2023	J	`jnl`	Graph Convolutional Network Using Adaptive Neighborhood Laplacian Matrix for Hyperspectral Images with Application to Rice Seed Image Classification. Sensors Jairo Orozco, Vidya B. Manian, Estefanía Alfaro, Harkamal Walia, Balpreet K. Dhatt
2022	J	`jnl`	Hyperspectral Image Labeling and Classification Using an Ensemble Semi-Supervised Machine Learning Approach. Sensors Vidya B. Manian, Estefanía Alfaro-Mejía, Roger P. Tokars
2022	J	`jnl`	Land Use Land Cover Labeling of GLOBE Images Using a Deep Learning Fusion Model. Sensors Sergio D. Manzanarez, Vidya B. Manian, Marvin Santos
2021	J	`jnl`	Network Analysis of Local Gene Regulators in Arabidopsis thaliana under Spaceflight Stress. Comput. Vidya B. Manian, Harshini Gangapuram, Jairo Orozco, Heeralal Janwa, Carlos Agrinsoni
2021	J	`jnl`	Optimizing Seizure Prediction From Reduced Scalp EEG Channels Based on Spectral Features and MAML. IEEE Access Aníbal Romney, Vidya B. Manian
2021	—	`conf`	Spatial Low-Rank Tensor Factorization and Unmixing of Hyperspectral Images. WHISPERS William Navas-Auger, Vidya B. Manian
2021	J	`jnl`	Spatial Low-Rank Tensor Factorization and Unmixing of Hyperspectral Images. Comput. William Navas-Auger, Vidya B. Manian
2021	—	`conf`	Supervised Spatially Coherent Nonlinear Dimensionality Reduction for Hyperspectral Image Classification. WHISPERS Sergio D. Manzanarez, Vidya B. Manian
2020	J	`jnl`	Comparison of Frontal-Temporal Channels in Epilepsy Seizure Prediction Based on EEMD-ReliefF and DNN. Comput. Aníbal Romney, Vidya B. Manian
2020	J	`jnl`	EEG and Deep Learning Based Brain Cognitive Function Classification. Comput. Saraswati Sridhar, Vidya B. Manian
2019	J	`jnl`	Assessment of Cognitive Aging Using an SSVEP-Based Brain-Computer Interface System. Big Data Cogn. Comput. Saraswati Sridhar, Vidya B. Manian
2017	J	`jnl`	An Information and Control Framework for Optimizing User-Compliant Human-Computer Interfaces. Proc. IEEE Justin Tantiongloc, Diego Mesa, Rui Ma, Sanggyun Kim, Cristian H. Alzate, Jaime J. Camacho, Vidya B. Manian, Todd P. Coleman
2017	C	`conf`	Change detection assessment in a tropical forest using multispectral and hyperspectral images. IGARSS Ernesto Reyes, Rita Jakelyn Abad, Julio Diaz, Vidya B. Manian
2016	J	`jnl`	A New Methodology Based on Level Sets for Target Detection in Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. Andres Alarcon-Ramirez, Mugizi Robert Rwebangira, Mohamed F. Chouikha, Vidya B. Manian
2013	J	`jnl`	Biodiversity Assessment Using Hierarchical Agglomerative Clustering and Spectral Unmixing over Hyperspectral Images. Sensors Ollantay Medina, Vidya B. Manian, J. Danilo Chinea
2013	—	`conf`	Biodiversity assessment using hierarchical clustering over hyperspectral images. WHISPERS Ollantay Medina, Vidya B. Manian, J. Danilo Chinea
2012	—	`conf`	Biodiversity assessment using hierarchical clustering over hyperspectral images. WHISPERS Ollantay Medina, Vidya B. Manian, J. Danilo Chinea
2009	J	`jnl`	Improving Hyperspectral Image Classification Using Spatial Preprocessing. IEEE Geosci. Remote. Sens. Lett. Santiago Velasco-Forero, Vidya B. Manian
2008	—	`conf`	Improving Hyperspectral Image Classification based on Graphs using Spatial Preprocessing. IGARSS (3) Santiago Velasco-Forero, Vidya B. Manian
2007	J	`jnl`	Land cover and benthic habitat classification using texture features from hyperspectral and multispectral images. J. Electronic Imaging Vidya B. Manian, Luis O. Jimenez
2005	—	`conf`	A boosting algorithm for texture classification and object detection. Visual Information Processing Vidya B. Manian, Miguel Velez-Reyes
2004	—	`conf`	Application of nonlinear texture dynamics for image classification. Visual Information Processing Vidya B. Manian, Ramón E. Vásquez
2003	—	`conf`	Texture analysis and synthesis: a review of recent advances. Visual Information Processing Vidya B. Manian, Ramón E. Vásquez
2003	B	`conf`	Texture discrimination based on neural dynamics of visual perception. IJCNN Vidya B. Manian, Ramón E. Vásquez
2002	—	`conf`	Genetic algorithm for texture description and classification. Visual Information Processing Vidya B. Manian, Ramón E. Vásquez
2001	—	`conf`	Comparison of feature selection alogorithms for texture image classification. Visual Information Processing Vidya B. Manian, Armando Vega, Ramón E. Vásquez
2000	J	`jnl`	Texture classification using logical operators. IEEE Trans. Image Process. Vidya B. Manian, Ramón E. Vásquez, Praveen Katiyar
2000	—	`conf`	Texture-based algorithm for color image classification. Visual Information Processing Vidya B. Manian, Marcel Castro, Ramón E. Vásquez
1999	—	`conf`	Robust toolbox for texture classification and segmentation. Visual Information Processing Vidya B. Manian, Myra Ruiz, Ramón E. Vásquez
1998	J	`jnl`	Scaled and rotated texture classification using a class of basis functions. Pattern Recognit. Vidya B. Manian, Ramón E. Vásquez
1998	—	`conf`	Texture discrimination in noise using wavelets. Visual Information Processing Vidya B. Manian, Ramón E. Vásquez