My research interests are basically directed towards pattern recognition, computer vision, machine learning, and evolutionary computation. My motivation still relies on the same question: why humans are better than computers at recognizing things?
These are some of the topics I've been working during the last few years:
- Handwriting recognition, segmentation, and verification.
- Signature and Writer Verification/Identification.
- Classification models.
- Dynamic Selection of Classifiers
- Concept Drift
- Dissimilarity Pattern Recognition
- Deep Learning
- Texture Classification
If you look my publications you will have an idea about what I´m doing lately.