Hand, B. M., Esponda, N., Pham, K., Depoian, A. C., Bailey, C. P. (2023). Efficient Power Quality Disturbance Classification. 2023 IEEE MetroCon. 1-3.
Depoian, A. C., Adams, E. R., Riley, J. C., Bailey, C. P., Guturu, P. (2023). Efficient Vision Transformer Classification of COVID-19 in Chest X-Rays. 2023 IEEE MetroCon. 1-3.
Halford, G., Depoian, A. C., Bailey, C. P. (2023). Machine Learning Optimization and Validation with ST-Microelectronics X-Cube-AI. 2023 IEEE MetroCon. 1-3.
Kurz, A. G., Bailey, C. P. (2023). Prediction of Household Energy Usage via Multi-Head Attention. 2023 IEEE MetroCon. 1-3.
Depoian, A. C., Adams, E. R., Bailey, C. P., Guturu, P. (2023). Tiny Entropy Based Image Compression. 2023 IEEE MetroCon. 1-3.
Bailey, C. P., Chiapputo, N., Depoian, II, A. C. (2023). Conducting Successful Virtual STEM Outreach. 2023 IEEE Frontiers in Education Conference (FIE). 1-4.
Depoian, II, A. C., Bailey, C. P., Guturu, P. (2023). Land Use Classification Efficient Vision Transformer. IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium. 2922-2925.
Daniels, J., Bailey, C. P. (2023). Reconstruction and Super-Resolution of Land Surface Temperature Using an Attention-Enhanced CNN Architecture. IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium. 4863-4866.
Cayce, G. I., Depoian, II, A. C., Bailey, C. P., Guturu, P. (2023). Augmented multi-head classification network: MHATT. Signal Processing, Sensor/Information Fusion, and Target Recognition XXXII. 12547, 125470Z. SPIE.
Adams, E. R., Depoian, II, A. C., Kurz, A. G., Bailey, C. P., Guturu, P. (2023). Automatic target detection utilizing an edge IR vision transformer (EIR-ViT). Automatic Target Recognition XXXIII. 12521, 125210T. SPIE.
Chiapputo, N., Bailey, C. P. (2023). Efficient infrared super-resolution. Image Sensing Technologies: Materials, Devices, Systems, and Applications X. 12514, 125140E. SPIE.
Adams, E. R., Riley, J. C., Depoian, II, A. C., Bailey, C. P., Guturu, P. (2023). Efficient segmentation of Martian dust storms. Unmanned Systems Technology XXV. 12549, 1254909. SPIE.
Depoian, II, A. C., Adams, E. R., Chiapputo, N., Bailey, C. P., Guturu, P. (2023). Entropy bottleneck network for IR image compression. Multimodal Image Exploitation and Learning 2023. 12526, 125260M. SPIE.
Cayce, G. I., Depoian, II, A. C., Bailey, C. P., Guturu, P. (2023). Ethical data splitting utilizing L1-norm principal component analysis. Big Data V: Learning, Analytics, and Applications. 12522, 1252208. SPIE.
Depoian, II, A. C., Bailey, C. P., Murrell, E., Guturu, P. (2023). PCA informed non-linear channel color quantization. Multimodal Image Exploitation and Learning 2023. 12526, 1252607. SPIE.
Adams, E. R., Depoian, II, A. C., Kurz, A. G., Cayce, G. I., Riley, J. C., Bailey, C. P., Guturu, P. (2023). Efficient Bounding Box Selection for Object Localization. 2023 IEEE 16th Dallas Circuits and Systems Conference (DCAS). 1-4.
Riley, J., Williams, S., Reyna, C., Adams, E., Depoian, A. C., Bailey, C. P., Guturu, P. (2022). Classifying the Devil in the Dust: Edge AI. 2022 IEEE MetroCon. 1-3.
Bailey, C. P., Depoian, A. C., Adams, E. R. (2022). Edge AI: Addressing the Efficiency Paradigm. 2022 IEEE MetroCon. 1-3.
Cayce, G. I., Depoian, A. C., Bailey, C. P., Guturu, P. (2022). Improved Neural Network Arrhythmia Classification Through Integrated Data Augmentation. 2022 IEEE MetroCon. 1-3.
Depoian, A. C., Adams, E., Kurz, A., Bailey, C. P., Guturu, P., Namuduri, K. (2022). Recent Advances in Entropy Based Image Compression. 2022 IEEE MetroCon. 1-3.
Kurz, A., Adams, E., Depoian, A. C., Bailey, C. P., Guturu, P. (2022). WMC-ViT: Waste Multi-class Classification Using a Modified Vision Transformer. 2022 IEEE MetroCon. 1-3.
Daniels, J., Lu, L., Bailey, C. (2022). Filling Cloud Gaps in Satellite AOD Retrievals Using An LSTM CNN-Autoencoder Model. IEEE IGARSS 2022. IEEE.
Zhang, S., Bailey, C. (2022). Accelerated Zeroth-order Algorithm for Stochastic Distributed Nonconvex Optimization. IEEE ACC 2022. IEEE.
Kim, H. J., Depoian, A. C., Cayce, G., Rivera, M., Bailey, C. P., Jaques, L. E., Guturu, P. (2022). Architecture Enhancement of Convolutional Neural Networks for Arrhythmia Classification. 2022 IEEE 15th Dallas Circuit And System Conference (DCAS). 1-6.
Chiapputo, N., Depoian, A. C., Bailey, C. P. (2022). Low-Cost Browser-Based Test Bench Using Arduino. 2022 IEEE 15th Dallas Circuit And System Conference (DCAS). 1-4.
Xie, D., Depoian, II, A. C., Bailey, C. P., Guturu, P. (2022). A novel deep learning algorithm to process COVID-19 chest x-rays. Anomaly Detection and Imaging with X-Rays (ADIX) VII. 12104, 106 -- 112. SPIE. https://doi.org/10.1117/12.2619141
Bailey, C. P., Pados, D. A. (2022). Principal component signatures for correlation-and-bit-aware spread spectrum steganography. Signal Processing, Sensor/Information Fusion, and Target Recognition XXXI. 12122, 332 -- 336. SPIE. https://doi.org/10.1117/12.2619313
Cayce, G. I., Depoian, II, A. C., Kim, H. J., Bailey, C. P., Guturu, P. (2022). Building superior heartbeat classification datasets. Big Data IV: Learning, Analytics, and Applications. 12097, 205 -- 211. SPIE. https://doi.org/10.1117/12.2619145
Chiapputo, N., Bailey, C. (2022). Image super-resolution using compressive sensing. Big Data IV: Learning, Analytics, and Applications. 12097, 144 -- 150. SPIE. https://doi.org/10.1117/12.2619142
Kurz, A., Adams, E., Depoian, II, A. C., Kim, H. J., Bailey, C. P., Guturu, P. (2022). Improving underwater object classification: BC-ViT. Ocean Sensing and Monitoring XIV. 12118, 132 -- 138. SPIE. https://doi.org/10.1117/12.2619134
Jaques, L. E., Depoian, II, A. C., Murrell, E., Xie, D., Bailey, C. P., Guturu, P. (2022). Novel L1 PCA informed K-means color quantization. Big Data IV: Learning, Analytics, and Applications. 12097, 151 -- 157. SPIE. https://doi.org/10.1117/12.2619139
Kim, H. J., Depoian, II, A. C., Bailey, C. P., Guturu, P. (2022). Novel neural network architecture for energy prediction. Big Data IV: Learning, Analytics, and Applications. 12097, 34 -- 38. SPIE. https://doi.org/10.1117/12.2619143
Zhang, S., Dong, Y., Xie, D., Yao, L., Bailey, C., Fu, S. (2021). Convergence Analysis of Nonconvex Distributed Stochastic Zeroth-order Coordinate Method. IEEE CDC 2021 - Conference on Decision and Control. IEEE.
Zhang, S., Bailey, C. (2021). Accelerated Primal-Dual Algorithm for Distributed Non-convex Optimization. 2021 IEEE Symposium Series on Computation Intelligence (IEEE SSCI 2021). IEEE.
Zhang, S., Bailey, C. (2021). A Primal-Dual Algorithm for Distributed Sparse Principal Component Analysis. 2021 IEEE International Conference on Data Science and Computer Application (ICDSCA). IEEE.
Xie, D., Depoian, A. C., Bailey, C. P. (2021). A Novel Land Use Classifier with Convolutional Recurrent Structure. 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS. 6268-6271. IEEE.
Xie, D., Depoian, II, A. C., Jaques, L. E., Bailey, C. P. (2021). A convolutional fully connected structure with hard sample memory pool for land use classification. Pattern Recognition and Tracking XXXII. 11735, 67 -- 73. SPIE. https://doi.org/10.1117/12.2588025
Jaques, L. E., Depoian, II, A. C., Xie, D., Bailey, C. P., Guturu, P. (2021). A machine learning approach to medical data identification through principal component analysis. Big Data III: Learning, Analytics, and Applications. 11730, 7 -- 15. SPIE. https://doi.org/10.1117/12.2586038
Depoian, A. C., Jaques, L. E., Xie, D., Bailey, C. P., Guturu, P. (2021). Neural network image fusion with PCA preprocessing. Big Data III: Learning, Analytics, and Applications. 11730, 132 -- 147. SPIE. https://doi.org/10.1117/12.2588039
Xie, D., Depoian, II, A. C., Jaques, L. E., Bailey, C. P., Guturu, P. (2021). Novel technique for broadcast footage overlay text recognition. Real-Time Image Processing and Deep Learning 2021. 11736, 149 -- 155. SPIE. https://doi.org/10.1117/12.2588177
Depoian, II, A. C., King, E., Bailey, C. P. (2020). Meteorological data outlier detection: a principal component approach. Remote Sensing for Agriculture, Ecosystems, and Hydrology XXII. 11528, 159 -- 164. SPIE. https://doi.org/10.1117/12.2574178
Zhang, D., Bailey, C. P. (2020). Optimal control under communication constraints for multi-agent unmanned vehicles. Artificial Intelligence and Machine Learning in Defense Applications II. 11543, 87 -- 93. SPIE. https://doi.org/10.1117/12.2574176
King, E., Depoian, II, A. C., Bailey, C. P. (2020). Weighted principal component analysis fusion of satellite telemetry data. Remote Sensing of the Ocean, Sea Ice, Coastal Waters, and Large Water Regions 2020. 11529, 9 -- 15. SPIE. https://doi.org/10.1117/12.2574183
Bailey, C. P., Chamadia, S., Pados, D. A. (2020). An Alternative Signature Design Using L1 Principal Components for Spread-Spectrum Steganography. ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 2693-2696. IEEE.
Depoian, II, A. C., Jaques, L. E., Xie, D., Bailey, C. P., Guturu, P. (2020). Computer vision learning techniques for sports video analytics: removing overlays. Big Data II: Learning, Analytics, and Applications. 11395, 61 -- 72. SPIE. https://doi.org/10.1117/12.2560888
Walker, Z., Bailey, C. P., Kim, H. J. (2020). Gene expression classification using L1 norm PCA. Big Data II: Learning, Analytics, and Applications. 11395, 40 -- 45. SPIE. https://doi.org/10.1117/12.2560883
Xie, D., Bailey, C. P. (2020). Novel receipt recognition with deep learning algorithms. Pattern Recognition and Tracking XXXI. 11400, 22 -- 29. SPIE. https://doi.org/10.1117/12.2558206
Zhang, D., Bailey, C. P. (2020). Obstacle avoidance and navigation utilizing reinforcement learning with reward shaping. Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications II. 11413, 500 -- 506. SPIE. https://doi.org/10.1117/12.2558212
Murrell, E., Collins, N., Cottrell, R., Bailey, C. P. (2020). Scalable free space optical transceiver. Sensors and Systems for Space Applications XIII. 11422, 41 -- 47. SPIE. https://doi.org/10.1117/12.2558743
Tamez, G., Castillo, D., Colmenero, A., Ayala, J. A., Bailey, C. P. (2019). Machine learning application to hydraulic fracturing. Big Data: Learning, Analytics, and Applications. 10989, 54 -- 59. SPIE. https://doi.org/10.1117/12.2518996
Bailey, C. P., Pados, D. A. (2018). Blind modulation detection via staged GLRT. Signal Processing, Sensor/Information Fusion, and Target Recognition XXVII. 10646, 133 -- 140. SPIE. https://doi.org/10.1117/12.2311929
