| 2017 | WACV | PASCAL Boundaries: A Semantic Boundary Dataset with a Deep Semantic Boundary Detector. | Vittal Premachandran, Boyan Bonev, Xiaochen Lian, Alan L. Yuille |
| 2015 | CVPR | Region-based temporally consistent video post-processing. | Xuan Dong, Boyan Bonev, Yu Zhu, Alan L. Yuille |
| 2015 | CVPR | Modeling deformable gradient compositions for single-image super-resolution. | Yu Zhu, Yanning Zhang, Boyan Bonev, Alan L. Yuille |
| 2014 | ECCV | A Fast and Simple Algorithm for Producing Candidate Regions. | Boyan Bonev, Alan L. Yuille |
| 2014 | SSPR | Quantum vs Classical Ranking in Segment Grouping. | Francisco Escolano, Boyan Bonev, Edwin R. Hancock |
| 2012 | SSPR | Heat Flow-Thermodynamic Depth Complexity in Directed Networks. | Francisco Escolano, Boyan Bonev, Edwin R. Hancock |
| 2010 | CVPR | Bypass information-theoretic shape similarity from non-rigid points-based alignment. | Francisco Escolano, Miguel Angel Lozano, Boyan Bonev, Pablo Suau |
| 2010 | ICPR | Information-theoretic Feature Selection from Unattributed Graphs. | Boyan Bonev, Francisco Escolano, Daniela Giorgi, Silvia Biasotti |
| 2010 | SSPR | High-Dimensional Spectral Feature Selection for 3D Object Recognition Based on Reeb Graphs. | Boyan Bonev, Francisco Escolano, Daniela Giorgi, Silvia Biasotti |
| 2010 | SSPR | Entropy-Based Variational Scheme for Fast Bayes Learning of Gaussian Mixtures. | Antonio Pealver Benavent, Francisco Escolano, Boyan Bonev |
| 2007 | IROS | Contextual visual localization: cascaded submap classification, optimized saliency detection, and fast view matching. | Francisco Escolano, Boyan Bonev, Pablo Suau, Wendy Aguilar, Yann Frauel, Juan Manuel Sez, Miguel Cazorla |