Engineering deep learning methods on automatic detection of damage in infrastructure due to extreme events Y Bai, B Zha, H Sezen, A Yilmaz Structural Health Monitoring 22 (1), 338-352, 2023 | 18 | 2023 |
Deep cascaded neural networks for automatic detection of structural damage and cracks from images Y Bai, B Zha, H Sezen, A Yilmaz ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2020 | 12 | 2020 |
Deep convolutional neural networks for comprehensive structural health monitoring and damage detection B Zha, Y Bai, A Yilmaz, H Sezen 12th International Workshop on Structural Health Monitoring, 2019 | 8 | 2019 |
Deep transformer networks for time series classification: the npp safety case B Zha, A Vanni, Y Hassan, T Aldemir, A Yilmaz arXiv preprint arXiv:2104.05448, 2021 | 6 | 2021 |
Semantic labeling of structural elements in buildings by fusing RGB and depth images in an encoder-decoder CNN framework D Iwaszczuk, Z Koppanyi, NA Gard, B Zha, C Toth, A Yilmaz The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2018 | 6 | 2018 |
Trajectory mining for localization using recurrent neural network B Zha, MT Koroglu, A Yilmaz 2019 International Conference on Computational Science and Computational …, 2019 | 5 | 2019 |
Multimodal semantic segmentation: fusion of rgb and depth data in convolutional neural networks Z Koppanyi, D Iwaszczuk, B Zha, CJ Saul, CK Toth, A Yilmaz Multimodal Scene Understanding, 41-64, 2019 | 5 | 2019 |
Pedestrian localization on topological maps with neural machine translation network J Wei, MT Koroglu, B Zha, A Yilmaz 2019 IEEE SENSORS, 1-4, 2019 | 4 | 2019 |
Off-Site Dose Prediction for Decision Making Using Recurrent Neural Networks B Zha, A Yilmaz, T Aldemir Transactions 121 (1), 204-206, 2019 | 3 | 2019 |
Map-based temporally consistent geolocalization through learning motion trajectories B Zha, A Yilmaz 2020 25th International Conference on Pattern Recognition (ICPR), 2296-2303, 2021 | 2 | 2021 |
Systems, Methods and Devices for Map-Based Object's Localization Deep Learning and Object's Motion Trajectories on Geospatial Maps Using Neural Network A Yilmaz, B Zha US Patent App. 18/004,614, 2023 | 1 | 2023 |
Subgraph Learning for Topological Geolocalization with Graph Neural Networks B Zha, A Yilmaz Sensors 23 (11), 5098, 2023 | 1 | 2023 |
Learning maps for object localization using visual-inertial odometry B Zha, A Yilmaz ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2020 | 1 | 2020 |
Map-Based Trajectory Learning for Geolocalization using Deep Learning B Zha The Ohio State University, 2021 | | 2021 |