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Daniel Perez
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Vegetation detection using deep learning and conventional methods
B Ayhan, C Kwan, B Budavari, L Kwan, Y Lu, D Perez, J Li, D Skarlatos, ...
Remote Sensing 12 (15), 2502, 2020
652020
Deep learning for land cover classification using only a few bands
C Kwan, B Ayhan, B Budavari, Y Lu, D Perez, J Li, S Bernabe, A Plaza
Remote Sensing 12 (12), 2000, 2020
492020
Assessment of spatiotemporal fusion algorithms for planet and worldview images
C Kwan, X Zhu, F Gao, B Chou, D Perez, J Li, Y Shen, K Koperski, ...
Sensors 18 (4), 1051, 2018
432018
Deep learning for effective detection of excavated soil related to illegal tunnel activities
D Perez, D Banerjee, C Kwan, M Dao, Y Shen, K Koperski, G Marchisio, ...
2017 IEEE 8th Annual Ubiquitous Computing, Electronics and Mobile …, 2017
402017
Seagrass detection in coastal water through deep capsule networks
KA Islam, D Pérez, V Hill, B Schaeffer, R Zimmerman, J Li
Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 320-331, 2018
342018
Deep learning with synthetic hyperspectral images for improved soil detection in multispectral imagery
Y Lu, D Perez, M Dao, C Kwan, J Li
2018 9th IEEE annual ubiquitous computing, Electronics & Mobile …, 2018
332018
Distributed microscopic traffic simulation with human-in-the-loop enabled by virtual reality technologies
M Hasan, D Perez, Y Shen, H Yang
Advances in Engineering Software 154, 102985, 2021
252021
AR-PED: A framework of augmented reality enabled pedestrian-in-the-loop simulation
D Perez, M Hasan, Y Shen, H Yang
Simulation Modelling Practice and Theory 94, 237-249, 2019
232019
Combining satellite images with feature indices for improved change detection
D Perez, Y Lu, C Kwan, Y Shen, K Koperski, J Li
2018 9th IEEE Annual Ubiquitous Computing, Electronics & Mobile …, 2018
202018
A transfer learning approach for the 2018 FEMH voice data challenge
KA Islam, D Perez, J Li
2018 IEEE International conference on big data (Big Data), 5252-5257, 2018
192018
Deep learning for pulmonary nodule ct image retrieval—an online assistance system for novice radiologists
DP Ibanez, Y Shen, J Dayanghirang, J Li, S Wang, Z Zheng
2017 IEEE International Conference on Data Mining Workshops (ICDMW), 1112-1121, 2017
182017
Simple and effective cloud-and shadow-detection algorithms for Landsat and Worldview images
C Kwan, L Hagen, B Chou, D Perez, J Li, Y Shen, K Koperski
Signal, Image and Video Processing 14 (1), 125-133, 2020
172020
Quantifying seagrass distribution in coastal water with deep learning models
D Perez, K Islam, V Hill, R Zimmerman, B Schaeffer, Y Shen, J Li
Remote Sensing 12 (10), 1581, 2020
162020
Deepcoast: Quantifying seagrass distribution in coastal water through deep capsule networks
D Pérez, K Islam, V Hill, R Zimmerman, B Schaeffer, J Li
Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 404-416, 2018
162018
Detection of seagrass scars using sparse coding and morphological filter
E Oguslu, K Islam, D Perez, VJ Hill, WP Bissett, RC Zimmerman, J Li
Remote Sensing of Environment 213, 92-103, 2018
142018
Change detection using Landsat and Worldview images
C Kwan, B Chou, L Hagen, D Perez, Y Shen, J Li, K Koperski
Algorithms, Technologies, and Applications for Multispectral and …, 2019
92019
Framework for Interactive M3 Visualization of Microscopic Traffic Simulation
H Yang, Y Shen, M Hasan, D Perez, J Shull
Transportation Research Record 2672 (44), 62-71, 2018
72018
Fusion of landsat and worldview images
C Kwan, B Chou, J Yang, D Perez, Y Shen, J Li, K Koperski
Signal Processing, Sensor/Information Fusion, and Target Recognition XXVIII …, 2019
62019
Seagrass propeller scar detection using deep convolutional neural network
MRU Hoque, KA Islam, D Perez, V Hill, B Schaeffer, R Zimmerman, J Li
2018 9th IEEE Annual Ubiquitous Computing, Electronics & Mobile …, 2018
52018
Mesh convolutional networks with face and vertex feature operators
D Perez, Y Shen, J Li
IEEE Transactions on Visualization and Computer Graphics 29 (3), 1678-1690, 2021
22021
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Articles 1–20