Publications

Accepted Publications

  • C.Aguilar, M.Ortner, J.Zerubia. "Adaptive birth for the GLMB filter for object tracking in satellite videos". MLSP 2022 - IEEE International workshop on machine learning for signal processing, Aug 2022, Xi'an, China. online. code
  • C.Aguilar, M. Ortner, J. Zerubia. "Small Object Detection and Tracking in Satellite Videos With Motion Informed-CNN and GM-PHD Filter". Frontiers in Signal Processing, Frontiers, 2022, 2 online
  • C.Aguilar, M. Ortner and J. Zerubia, "Small Moving Target MOT Tracking with GM-PHD Filter and Attention-Based CNN," 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021. online
  • C. Aguilar, M. Comer, I. Hanhan, R. Agyei and M. Sangid, "3D Fiber Segmentation with Deep Center Regression and Geometric Clustering," 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), pp. 3741-3749, 2021. online . code
  • C.Aguilar "NOVEL MODEL-BASED AND DEEP LEARNING APPROACHES TO SEGMENTATION AND OBJECT DETECTION IN 3D MICROSCOPY IMAGES". Purdue University Graduate School. Thesis, 2020. online.
  • C.Aguilar , M. Comer, I. Hanhan, R. Agyei, M. Sangid. “Void Detection and fiber extraction for statistical characterization of fiber-reinforced polymers”. IS&T/SPIE Electronic Imaging, Burlingame, California. 2020. online . code
  • T. Li, C. Aguilar, R. Agyei, I. Hanhan, M. Sangid, M. Comer. Connected-Tube MPP Model for Unsupervised 3D Fiber Detection. Electronic Imaging. 305-1. 2020. online . code
  • D. W. Kim, C. Aguilar , H. Zhao and M. L. Comer, "Narrow Gap Detection in Microscope Images Using Marked Point Process Modeling," in IEEE Transactions on Image Processing, vol. 28, no. 10, pp. 5064-5076, 2019. online . code
  • C.Aguilar , M. Comer. “A Marked Point Process Model Incorporating Active Contours Boundary Energy,” IST/SPIE Electronic Imaging, Burlingame, California, 2018. online
  • C.Aguilar , O.Shanta, T.Tran, D. Reinkensmeyer & S.Norman. “Towards a Low-Cost Alternative for BCI-aided Neurorehabilitation: A Comparison of the Emotiv Epoc to a Clinical EEG System,” American Society of Neurorehabilitation Annual Meeting, Chicago, IL, USA, 2015. online