Colleen P. Bailey

Previous Scheduled Teaching

Published Intellectual Contributions

Conference Proceeding

• 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

Contracts, Grants and Sponsored Research

Grant - Research

• Bailey, C.P. (Principal), Namuduri, K. (Co-Principal), "NTCMT 1-2022, Advanced Air Mobility/Urban Air Mobility System Within the Dallas-Fort Worth Metroplex (NTXAAMPP)," sponsored by North Central Texas Council of Governments, Local, $1320000 Funded. (2024 - 2026).