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Sidike Paheding
Sidike Paheding
Assistant Professor of Computer Science, Fairfield University
Verified email at fairfield.edu
Title
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Cited by
Year
A state-of-the-art survey on deep learning theory and architectures
MZ Alom, TM Taha, C Yakopcic, S Westberg, P Sidike, MS Nasrin, ...
electronics 8 (3), 292, 2019
15362019
The history began from alexnet: A comprehensive survey on deep learning approaches
MZ Alom, TM Taha, C Yakopcic, S Westberg, P Sidike, MS Nasrin, ...
arXiv preprint arXiv:1803.01164, 2018
13392018
U-net and its variants for medical image segmentation: A review of theory and applications
N Siddique, S Paheding, CP Elkin, V Devabhaktuni
IEEE Access 9, 82031-82057, 2021
8462021
Soybean yield prediction from UAV using multimodal data fusion and deep learning
M Maimaitijiang, V Sagan, P Sidike, S Hartling, F Esposito, FB Fritschi
Remote sensing of environment 237, 111599, 2020
5812020
Monitoring inland water quality using remote sensing: Potential and limitations of spectral indices, bio-optical simulations, machine learning, and cloud computing
V Sagan, KT Peterson, M Maimaitijiang, P Sidike, J Sloan, BA Greeling, ...
Earth-Science Reviews 205, 103187, 2020
3172020
Unmanned Aerial System (UAS)-based phenotyping of soybean using multi-sensor data fusion and extreme learning machine
M Maimaitijiang, A Ghulam, P Sidike, S Hartling, M Maimaitiyiming, ...
ISPRS Journal of Photogrammetry and Remote Sensing 134, 43-58, 2017
2982017
UAV-based high resolution thermal imaging for vegetation monitoring, and plant phenotyping using ICI 8640 P, FLIR Vue Pro R 640, and thermomap cameras
V Sagan, M Maimaitijiang, P Sidike, K Eblimit, KT Peterson, S Hartling, ...
Remote Sensing 11 (3), 330, 2019
2172019
Crop monitoring using satellite/UAV data fusion and machine learning
M Maimaitijiang, V Sagan, P Sidike, AM Daloye, H Erkbol, FB Fritschi
Remote Sensing 12 (9), 1357, 2020
1762020
Urban tree species classification using a WorldView-2/3 and LiDAR data fusion approach and deep learning
S Hartling, V Sagan, P Sidike, M Maimaitijiang, J Carron
Sensors 19 (6), 1284, 2019
1742019
Vegetation index weighted canopy volume model (CVMVI) for soybean biomass estimation from unmanned aerial system-based RGB imagery
M Maimaitijiang, V Sagan, P Sidike, M Maimaitiyiming, S Hartling, ...
ISPRS journal of photogrammetry and remote sensing 151, 27-41, 2019
1722019
Handwritten bangla character recognition using the state-of-the-art deep convolutional neural networks
MZ Alom, P Sidike, M Hasan, TM Taha, VK Asari
Computational intelligence and neuroscience 2018, 2018
1182018
Suspended sediment concentration estimation from landsat imagery along the lower missouri and middle Mississippi Rivers using an extreme learning machine
KT Peterson, V Sagan, P Sidike, AL Cox, M Martinez
Remote Sensing 10 (10), 1503, 2018
1152018
Handwritten bangla digit recognition using deep learning
MZ Alom, P Sidike, TM Taha, VK Asari
arXiv preprint arXiv:1705.02680, 2017
1112017
dPEN: Deep Progressively Expanded Network for mapping heterogeneous agricultural landscape using WorldView-3 satellite imagery
P Sidike, V Sagan, M Maimaitijiang, M Maimaitiyiming, N Shakoor, ...
Remote sensing of environment 221, 756-772, 2019
922019
Field-scale crop yield prediction using multi-temporal WorldView-3 and PlanetScope satellite data and deep learning
V Sagan, M Maimaitijiang, S Bhadra, M Maimaitiyiming, DR Brown, ...
ISPRS journal of photogrammetry and remote sensing 174, 265-281, 2021
912021
Augmented Reality and Artificial Intelligence in industry: Trends, tools, and future challenges
JS Devagiri, S Paheding, Q Niyaz, X Yang, S Smith
Expert Systems with Applications 207, 118002, 2022
882022
Estimation of root zone soil moisture from ground and remotely sensed soil information with multisensor data fusion and automated machine learning
E Babaeian, S Paheding, N Siddique, VK Devabhaktuni, M Tuller
Remote sensing of environment 260, 112434, 2021
762021
U-Net and its variants for medical image segmentation: theory and applications
N Siddique, P Sidike, C Elkin, V Devabhaktuni
arXiv preprint arXiv:2011.01118, 2020
722020
Machine learning-based ensemble prediction of water-quality variables using feature-level and decision-level fusion with proximal remote sensing
KT Peterson, V Sagan, P Sidike, EA Hasenmueller, JJ Sloan, JH Knouft
Photogrammetric Engineering & Remote Sensing 85 (4), 269-280, 2019
682019
Dual activation function-based Extreme Learning Machine (ELM) for estimating grapevine berry yield and quality
M Maimaitiyiming, V Sagan, P Sidike, MT Kwasniewski
Remote Sensing 11 (7), 740, 2019
502019
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