Publications

2018

G. Can, J.-M. Odobez, and D. Gatica-Perez
How to Tell Ancient Signs Apart? Recognizing and Visualizing Maya Glyphs with CNNs
ACM Journal on Computing and Cultural Heritage, accepted for publication

G. Can, J.-M. Odobez, D. Gatica-Perez
Maya Codical Glyph Segmentation: A Crowdsourcing Approach.
IEEE Trans. on Multimedia, Vol. 20, No. 3, pp. 711-725, Mar. 2018

2017

D. Gatica-Perez, G. Can, R. Hu, S. Marchand-Maillet, J.-M. Odobez, C. Pallan Gayol, and E. Roman-RangeL
Multimedia Methods to Support Maya Epigraphic Analysis.
In Diego Jimenez-Badillo (Ed.) Arqueologia computacional Nuevos enfoques para el analisis y la difusion del patrimonio cultural.
INAH-RedTDPC, 2017.

R. Hu, C. Pallan Gayol, J.-M. Odobez, and D. Gatica-Perez
Analyzing and Visualizing Ancient Maya Hieroglyphics Using Shape: from Computer Vision to Digital Humanities
Digital Scholarship in the Humanities, Vol. 32, Issue Suppl_2, pp. 179-194, Dec. 2017.

G. Can, J.-M. Odobez and D. Gatica-Perez
Shape Representations for Maya Codical Glyphs: Knowledge-driven or Deep?
In Proc. Int. Workshop on Content-Based Multimedia Indexing (CBMI), Florence, Jun. 2017.

E. Roman-Rangel and S. Marchand-Maillet
Visualizing Weakly-Annotated Multi-Label Mayan Inscriptions with Supervised t-SNE
in Proc. Int. Workshop on Content-Based Multimedia Indexing (CBMI), Florence, Jun. 2017

E. Roman-Rangel and S. Marchand-Maillet
Assessing Deep Learning Architectures for Visualizing Maya Hieroglyphs
in Proc. Mexican Conference on Pattern Recognition (MCPR), Huatulco, Jun. 2017

R. Hu, J.-M. Odobez, and D. Gatica-Perez
Extracting Maya Glyphs from Degraded Ancient Documents via Image Segmentation
ACM Journal on Computing and Cultural Heritage (JOCCH), Vol. 10, Issue 2, Apr. 2017.

2016

E. Roman-Rangel and S. Marchand-Maillet.
Indexing Mayan Hieroglyphs with Neural Codes
in Proc. Internal Conference on Pattern Recognition (ICPR). Cancun, Mexico. December, 2016.

E. Roman-Rangel, G. Can, S. Marchand-Maillet, R. Hu, C. Pallan Gayol, G. Krempel, J. Spotak, J.-M. Odobez, and D. Gatica-Perez
Transferring Neural Representations for Low-dimensional Indexing of Maya Hieroglyphic Art,
in Proc. ECCV Workshop on Computer Vision for Art Analysis, Amsterdam, Oct. 2016.

S. Marchand-Maillet, E. Roman-Rangel, H. Mohamed, and F. Nielsen.
Quantifying the invariance and robustness of Permutation-based Indexing schemes
in Proc. Similarity Search and Applications (SISAP). Tokyo. October, 2016.

G. Can, J.-M. Odobez, and D. Gatica-Perez
Evaluating Shape Representations for Maya Glyph Classification
ACM Journal on Computing and Cultural Heritage (JOCCH), Vol. 9, Issue 3, September 2016.

R. Hu, J.M. Odobez, D. Gatica Perez
Assessing a Shape Descriptor for Analysis of Mesoamerican Hieroglyphics: A View Towards Practice in Digital Humanities
in Proc. Digital Humanities Conference (DH), Krakow, Jul. 2016.

G. Can, J.M. Odobez, C. Pallan-gayol, D. Gatica Perez
Ancient Maya Writings as High-Dimensional Data: a Visualization Approach
in Proc. Digital Humanities Conference (DH), Krakow, Jul. 2016.

O. Schwander, S. Marchand-Maillet, F. Nielsen
Comix: Joint Estimation and Lightspeed Comparison of Mixture Models
in Proc. IEEE ICASSP, Shanghai, Mar. 2016.

2015

K. Sun, J. Wang, A. Kalousis, S. Marchand-Maillet
Space-Time Local Embeddings
in Proc. Conf. on Neural Information Processing Systems (NIPS), Montreal, Dec. 2015

H. Osipyan, M. Krulis, S. Marchand-Maillet
A Survey of CUDA-based Multidimensional Scaling on GPU Architecture
In Proc. Imperial College Computing Student Workshop (ICCSW), London, Sep. 2015

R. Hu, G. Can, C. Pallan Gayol, G. Krempel, J. Spotak, G. Vail, S. Marchand-Maillet, J.-M. Odobez and D. Gatica-Perez
Multimedia Analysis and Access of Ancient Maya Epigraphy
IEEE Signal Processing Magazine, Special Issue on Signal Processing for Art Investigation, Vol. 32, No. 4, pp. 75-84, Jul. 2015

2014

R. Hu, C. Pallan Gayol, G. Krempel, J.-M. Odobez and D. Gatica-Perez,
Automatic Maya Hieroglyph Retrieval Using Shape and Context Information
in Proc. ACM Int. Conf. on Multimedia (ACM MM), Orlando, Nov 2014

H. Osipyan, A. Morton, S. Marchand-Maillet
Fast Interactive Information Retrieval with Sampling-Based MDS on GPU Architectures
In Proc. 7th Information Retrieval Facility Conf. (IRFC), Copenhagen, Nov. 2014

G. Can, J.-M. Odobez, and D. Gatica-Perez
Is That a Jaguar? Segmenting Ancient Maya Glyphs via Crowdsourcing
in Proc. ACM Int. Workshop on Crowdsourcing for Multimedia (CrowdMM), Orlando, Nov. 2014

D. Gatica-Perez, C. Pallan Gayol, S. Marchand-Maillet, J.-M. Odobez, E. Roman-Rangel, G. Krempel, and N. Grube
The MAAYA Project: Multimedia Analysis and Access for Documentation and Decipherment of Maya Epigraphy
in Proc. Digital Humanities Conference (DH), Lausanne, Jul. 2014