| 2019 | FIE | Using Computational Methods to Analyze Educational Data. | Camilo Vieira, Alejandra J. Magana, Mireille Boutin |
| 2018 | FIE | A Principled Approach to Using Machine Learning in Qualitative Education Research. | Alejandra J. Magana, Mireille Boutin |
| 2017 | FIE | Using pattern recognition techniques to analyze educational data. | Camilo Vieira, Alejandra J. Magana, Mireille Boutin |
| 2015 | FIE | Engaging graduate students through online lecture creation. | Mireille Boutin, Joanne Lax |
| 2015 | ICIAP | Estimating the Nutrient Content of Commercial Foods from their Label Using Numerical Optimization. | Jieun Kim, Mireille Boutin |
| 2015 | ICIP | The hidden structure of image datasets. | Sangchun Han, Mireille Boutin |
| 2013 | ICIP | Hazardous material sign detection and recognition. | Albert Parra Pozo, Bin Zhao, Andrew W. Haddad, Mireille Boutin, Edward J. Delp |
| 2010 | ICASSP | A low complexity method for detection of text area in natural images. | Katherine L. Bouman, Golnaz Abdollahian, Mireille Boutin, Edward J. Delp |
| 2010 | ICIP | An empirical method for comparing the shape of two Gaussian mixtures. | Hector J. Santos-Villalobos, Mireille Boutin |
| 2009 | ICIP | An algorithm for automatic skin smoothing in digital portraits. | Changhyung Lee, Morgan T. Schramm, Mireille Boutin, Jan P. Allebach |
| 2008 | ICIP | Automatic text area segmentation in natural images. | Syed Ali Raza Jafri, Mireille Boutin, Edward J. Delp |
| 2008 | ICIP | Hardware-friendly descreening. | Hasib Siddiqui, Mireille Boutin, Charles A. Bouman |
| 2007 | ICCV | Simplifying the Reconstruction of 3D Models using Parameter Elimination. | Daniel G. Aliaga, Ji Zhang, Mireille Boutin |
| 2007 | ICIP | Faithful Shape Representation for 2D Gaussian Mixtures. | Mireille Boutin, Mary L. Comer |
| 2007 | SIGGRAPH | 3D scene modeling using pose-free reconstruction. | Daniel G. Aliaga, Ji Zhang, Mireille Boutin |
| 2007 | VCIP | Variable elimination for 3D from 2D. | Ji Zhang, Mireille Boutin, Daniel G. Aliaga |
| 2006 | ICIP | Robust Bundle Adjustment for Structure from Motion. | Ji Zhang, Mireille Boutin, Daniel G. Aliaga |