D.Eng Dissertation, Jose Carranza-Rojas, “Towards Multi-Level Classification in Deep Plant Identification”, Costa Rica Institute of Technology, December 2018. (Summa Cum Laude)
MSc Thesis, Jose Carranza-Rojas, “A Texture and Curvature Bimodal Leaf Recognition Model for Costa Rican Plant Species Identification”, Costa Rica Institute of Technology, December 2014. (Summa Cum Laude)
Jose Carranza-Rojas, Alexis Joly, Hervé Goëau, Erick Mata-Montero, and Pierre Bonnet (2018). “Automated Identification of Herbarium Specimens at Different Taxonomic Levels”. In: Multimedia Tools and Applications for Environmental & Biodiversity Informatics. Springer International Publishing, pp. 151–167. ISBN: 978-3- 319-76445-0.
Jose Carranza-Rojas, Herve Goeau, Pierre Bonnet, Erick Mata-Montero, Alexis Joly, “Going deeper in the automated identification of Herbarium specimens”, BMC Evolutionary Biology Journal, Volume 17, Number 1, August 2017.
Jose Carranza-Rojas, Erick Mata-Montero, "Combining Leaf Shape and Texture for Costa Rican Plant Species Identification". Volume 19. CLEI Electronic Journal, 2016.
Jose Carranza-Rojas, Saul Calderon-Ramirez, Adán Mora-Fallas, Michael Granados-Menani, Jordina Torrents-Barrena, "Unsharp masking layer: injecting prior knowledge in convolutional networks for image classification", International Conference on Artificial Neural Networks, 2019/9/17.
Jose Carranza-Rojas, Erick Mata-Montero, Herve Goeau, "Hidden biases in automated image-based plant identification", 2018 IEEE International Work Conference on Bioinspired Intelligence (IWOBI), 2018/7/18.
Jose Carranza-Rojas, Alexis Joly, Pierre Bonnet, Hervé Goëau, Erick Mata-Montero, “Automated Herbarium Specimen Identification using Deep Learning”, Proceedings of TDWG, Volume 1, Pages e20302, October 2017.
Erick Mata-Montero, Jose Carranza-Rojas, “Automated Plant Species Identification: Challenges and Opportunities”, 6th IFIP World Information Technology Forum, WITFOR 2016, San José, Costa Rica, September 12-14, 2016.
Jose Carranza-Rojas, Erick Mata-Montero, "On the Significance of Leaf Sides in Automatic Leaf-based Plant Species Identification", San José, Costa Rica, CONCAPAN 2016.
Erick Mata-Montero, Jose Carranza-Rojas, “A Texture and Curvature Bimodal Leaf Recognition Model for Identification of Costa Rican Plant Species”. Latin American Informatics Conference (CLEI) - Image Processing and Computer Vision Symposium SLCGRVPI, Arequipa, Peru. October 2015. DOI. Best Paper Award.