Faculty Profile

Colleen Bailey

Title
Assistant Professor
Department
Electrical Engineering
College
College of Engineering

    

Education

PhD, State University of New York at Buffalo, 2017.
Major: Electrical Engineering
Degree Specialization: Research in Signal and Image Processing
Dissertation Title: New Techniques for Blind Modulation Detection and Multimedia Data Hiding
MS, State University of New York at Buffalo, 2012.
Major: Electrical Engineering
Degree Specialization: Communication Systems
BS, Rensselaer Polytechnic Institute, 2010.
Major: Electrical Engineering
Degree Specialization: Communications Systems and Control Systems

Current Scheduled Teaching*

EENG 2610.003, Circuit Analysis, Spring 2024 Syllabus
EENG 5950.013, Master's Thesis, Spring 2024

* Texas Education Code 51.974 (HB 2504) requires each institution of higher education to make available to the public, a syllabus for undergraduate lecture courses offered for credit by the institution.

Previous Scheduled Teaching*

EENG 2905.001, Engineering Tools, Fall 2023 Syllabus SPOT
EENG 5950.016, Master's Thesis, Fall 2023
EENG 4900.013, Special Problems in Electrical Engineering, Fall 2023
EENG 6940.001, Individual Research, Summer 8W1 2023
EENG 2920.001, Analog and Digital Circuit Design Project, Spring 2023 Syllabus SPOT
EENG 5890.013, Directed Study, Spring 2023
EENG 6940.806, Individual Research, Spring 2023
EENG 5950.013, Master's Thesis, Spring 2023
EENG 2920.001, Analog and Digital Circuit Design Project, Fall 2022 Syllabus SPOT
EENG 5890.017, Directed Study, Fall 2022
EENG 2980.001, Experimental Course, Fall 2022 Syllabus SPOT
EENG 5950.016, Master's Thesis, Fall 2022
EENG 5950.015, Master's Thesis, Summer 10W 2022
EENG 5890.013, Directed Study, Spring 2022
EENG 6950.003, Doctoral Dissertation, Spring 2022
EENG 5950.013, Master's Thesis, Spring 2022
EENG 2710.004, Digital Logic Design, Fall 2021 Syllabus SPOT
EENG 6950.016, Doctoral Dissertation, Fall 2021
EENG 5950.016, Master's Thesis, Fall 2021
EENG 5932.002, Internship, Summer 10W 2021
EENG 5890.007, Directed Study, Spring 2021
EENG 6950.003, Doctoral Dissertation, Spring 2021
EENG 5950.013, Master's Thesis, Spring 2021
EENG 3920.001, Modern Communication System Design Project, Spring 2021 Syllabus SPOT
EENG 3920.002, Modern Communication System Design Project, Spring 2021 Syllabus SPOT
EENG 5900.006, Special Problems, Spring 2021
EENG 5940.002, Advanced Topics in Electrical Engineering, Fall 2020 Syllabus SPOT
EENG 5940.600, Advanced Topics in Electrical Engineering, Fall 2020 Syllabus SPOT
EENG 6950.016, Doctoral Dissertation, Fall 2020
EENG 5950.002, Master's Thesis, Fall 2020
EENG 4010.002, Topics in Electrical Engineering, Fall 2020 Syllabus SPOT
EENG 6950.001, Doctoral Dissertation, Summer 2020
EENG 4900.002, Special Problems in Electrical Engineering, Summer 5W2 2020
EENG 6950.003, Doctoral Dissertation, Spring 2020
EENG 5950.013, Master's Thesis, Spring 2020
EENG 3920.001, Modern Communication System Design Project, Spring 2020 Syllabus
EENG 2710.004, Digital Logic Design, Fall 2019 Syllabus SPOT
EENG 5890.016, Directed Study, Fall 2019
EENG 6950.016, Doctoral Dissertation, Fall 2019
EENG 3920.001, Modern Communication System Design Project, Fall 2019 Syllabus SPOT
EENG 2610.001, Circuit Analysis, Summer 10W 2019 Syllabus SPOT
EENG 2611.001, Circuit Analysis Lab, Summer 10W 2019 Syllabus SPOT
EENG 2710.001, Digital Logic Design, Summer 10W 2019 Syllabus SPOT
EENG 2711.001, Digital Logic Design Lab, Summer 10W 2019 Syllabus SPOT
EENG 3510.001, Electronics I (Devices and Materials), Summer 10W 2019 Syllabus SPOT
EENG 3511.001, Electronics I Lab, Summer 10W 2019 Syllabus SPOT
EENG 2610.001, Circuit Analysis, Spring 2019 Syllabus SPOT
EENG 2611.001, Circuit Analysis Lab, Spring 2019 Syllabus SPOT
EENG 2611.002, Circuit Analysis Lab, Spring 2019 Syllabus SPOT
EENG 2710.001, Digital Logic Design, Spring 2019 Syllabus SPOT
EENG 2711.001, Digital Logic Design Lab, Spring 2019 Syllabus SPOT
EENG 2711.002, Digital Logic Design Lab, Spring 2019 Syllabus SPOT
EENG 2711.003, Digital Logic Design Lab, Spring 2019 Syllabus SPOT
EENG 3920.001, Modern Communication System Design Project, Spring 2019 Syllabus SPOT
EENG 2610.001, Circuit Analysis, Fall 2018 Syllabus SPOT
EENG 2611.001, Circuit Analysis Lab, Fall 2018 Syllabus SPOT
EENG 2710.003, Digital Logic Design, Fall 2018 Syllabus SPOT
EENG 2711.001, Digital Logic Design Lab, Fall 2018 Syllabus SPOT
EENG 2711.002, Digital Logic Design Lab, Fall 2018 Syllabus SPOT
EENG 3920.001, Modern Communication System Design Project, Fall 2018 Syllabus SPOT
EENG 2610.001, Circuit Analysis, Summer 10W 2018 Syllabus SPOT
EENG 2710.001, Digital Logic Design, Summer 10W 2018 Syllabus SPOT
EENG 3510.001, Electronics I (Devices and Materials), Summer 10W 2018 Syllabus SPOT
EENG 2980.001, Experimental Course, Summer 10W 2018 Syllabus SPOT
EENG 2980.003, Experimental Course, Summer 10W 2018 Syllabus SPOT
EENG 4980.001, Experimental Course, Summer 10W 2018 Syllabus SPOT
EENG 2610.001, Circuit Analysis, Spring 2018 Syllabus SPOT
EENG 2710.001, Digital Logic Design, Spring 2018 Syllabus SPOT
EENG 2980.003, Experimental Course, Spring 2018 Syllabus SPOT
EENG 3920.001, Project VI : Modern Communication System Design, Spring 2018 Syllabus SPOT
EENG 2610.001, Circuit Analysis, Fall 2017 Syllabus SPOT
EENG 2710.003, Digital Logic Design, Fall 2017 Syllabus SPOT
EENG 3920.001, Project VI : Modern Communication System Design, Fall 2017 Syllabus SPOT

* Texas Education Code 51.974 (HB 2504) requires each institution of higher education to make available to the public, a syllabus for undergraduate lecture courses offered for credit by the institution.

Published Publications

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

Awarded Grants

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. (January 1, 20242026).
,
Overall
Summative Rating
Challenge and
Engagement Index
Response Rate

out of 5

out of 7
%
of
students responded
  • Overall Summative Rating (median):
    This rating represents the combined responses of students to the four global summative items and is presented to provide an overall index of the class’s quality. Overall summative statements include the following (response options include a Likert scale ranging from 5 = Excellent, 3 = Good, and 1= Very poor):
    • The course as a whole was
    • The course content was
    • The instructor’s contribution to the course was
    • The instructor’s effectiveness in teaching the subject matter was
  • Challenge and Engagement Index:
    This rating combines student responses to several SPOT items relating to how academically challenging students found the course to be and how engaged they were. Challenge and Engagement Index items include the following (response options include a Likert scale ranging from 7 = Much higher, 4 = Average, and 1 = Much lower):
    • Do you expect your grade in this course to be
    • The intellectual challenge presented was
    • The amount of effort you put into this course was
    • The amount of effort to succeed in this course was
    • Your involvement in course (doing assignments, attending classes, etc.) was
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