A machine learning algorithm to improve building performance modeling during design
Chokwitthaya, Chanachok, Zhu, Yimin, Dibiano, Robert, Mukhopadhyay, Supratik
Published in MethodsX (01.01.2020)
Published in MethodsX (01.01.2020)
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Journal Article
Deep neural networks for texture classification—A theoretical analysis
Basu, Saikat, Mukhopadhyay, Supratik, Karki, Manohar, DiBiano, Robert, Ganguly, Sangram, Nemani, Ramakrishna, Gayaka, Shreekant
Published in Neural networks (01.01.2018)
Published in Neural networks (01.01.2018)
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Journal Article
Learning Sparse Feature Representations Using Probabilistic Quadtrees and Deep Belief Nets
Basu, Saikat, Karki, Manohar, Ganguly, Sangram, DiBiano, Robert, Mukhopadhyay, Supratik, Gayaka, Shreekant, Kannan, Rajgopal, Nemani, Ramakrishna
Published in Neural processing letters (01.06.2017)
Published in Neural processing letters (01.06.2017)
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Journal Article
A Semiautomated Probabilistic Framework for Tree-Cover Delineation From 1-m NAIP Imagery Using a High-Performance Computing Architecture
Basu, Saikat, Ganguly, Sangram, Nemani, Ramakrishna R., Mukhopadhyay, Supratik, Gong Zhang, Milesi, Cristina, Michaelis, Andrew, Votava, Petr, Dubayah, Ralph, Duncanson, Laura, Cook, Bruce, Yifan Yu, Saatchi, Sassan, DiBiano, Robert, Karki, Manohar, Boyda, Edward, Kumar, Uttam, Shuang Li
Published in IEEE transactions on geoscience and remote sensing (01.10.2015)
Published in IEEE transactions on geoscience and remote sensing (01.10.2015)
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Journal Article
Context-Aware Design of Cyber-Physical Human Systems (CPHS)
Mukhopadhyay, Supratik, Liu, Qun, Collier, Edward, Zhu, Yimin, Gudishala, Ravindra, Chokwitthaya, Chanachok, DiBiano, Robert, Nabijiang, Alimire, Saeidi, Sanaz, Sidhanta, Subhajit, Ganguly, Arnab
Published in 2020 International Conference on COMmunication Systems & NETworkS (COMSNETS) (01.01.2020)
Published in 2020 International Conference on COMmunication Systems & NETworkS (COMSNETS) (01.01.2020)
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Conference Proceeding
CactusNets: Layer Applicability as a Metric for Transfer Learning
Collier, Edward, DiBiano, Robert, Mukhopadhyay, Supratik
Published in 2018 International Joint Conference on Neural Networks (IJCNN) (01.07.2018)
Published in 2018 International Joint Conference on Neural Networks (IJCNN) (01.07.2018)
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Conference Proceeding
Pixel-Level Reconstruction and Classification for Noisy Handwritten Bangla Characters
Karki, Manohar, Liu, Qun, Dibiano, Robert, Basu, Saikat, Mukhopadhyay, Supratik
Published in 2018 16th International Conference on Frontiers in Handwriting Recognition (ICFHR) (01.08.2018)
Published in 2018 16th International Conference on Frontiers in Handwriting Recognition (ICFHR) (01.08.2018)
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Conference Proceeding
A theoretical analysis of Deep Neural Networks for texture classification
Basu, Saikat, Karki, Manohar, Mukhopadhyay, Supratik, Ganguly, Sangram, Nemani, Ramakrishna, DiBiano, Robert, Gayaka, Shreekant
Published in 2016 International Joint Conference on Neural Networks (IJCNN) (01.07.2016)
Published in 2016 International Joint Conference on Neural Networks (IJCNN) (01.07.2016)
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Conference Proceeding
Pixel-level Reconstruction and Classification for Noisy Handwritten Bangla Characters
Karki, Manohar, Liu, Qun, DiBiano, Robert, Basu, Saikat, Mukhopadhyay, Supratik
Year of Publication 20.06.2018
Year of Publication 20.06.2018
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Journal Article
DeepSat V2: Feature Augmented Convolutional Neural Nets for Satellite Image Classification
Liu, Qun, Basu, Saikat, Ganguly, Sangram, Mukhopadhyay, Supratik, DiBiano, Robert, Karki, Manohar, Nemani, Ramakrishna
Published in arXiv.org (15.11.2019)
Published in arXiv.org (15.11.2019)
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Paper
Journal Article
Computer implemented system and method for high performance visual tracking
Karki, Manohar, Weltman, Jerry, Stagg, Malcolm, Basu, Saikat, Dibiano, Robert, Mukhopadhyay, Supratik
Year of Publication 13.06.2023
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Year of Publication 13.06.2023
Patent
Core Sampling Framework for Pixel Classification
Karki, Manohar, DiBiano, Robert, Basu, Saikat, Mukhopadhyay, Supratik
Year of Publication 06.12.2016
Year of Publication 06.12.2016
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Journal Article
Context-Aware Design of Cyber-Physical Human Systems (CPHS)
Mukhopadhyay, Supratik, Liu, Qun, Collier, Edward, Zhu, Yimin, Gudishala, Ravindra, Chokwitthaya, Chanachok, DiBiano, Robert, Nabijiang, Alimire, Saeidi, Sanaz, Sidhanta, Subhajit, Ganguly, Arnab
Year of Publication 07.01.2020
Year of Publication 07.01.2020
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Journal Article