Ferran Diego Andilla

Associate Researcher @ Telefónica

About

Researcher with more than 10 years of experience on Computer Vision, Machine Learning, Deep Learning, Multidimensional Image Analysis, Signal Processing, Data Analysis, Computer Science and Neuroscience. Experienced in EU FP7, DFG, and international research projects for both industry and academia. My current interests include Convolutional Coding, Sparse Coding, Non-convex optimization, Supervised Learning (Classification and Regression), Ensemble Methods, Big Data, Data Analysis, Probabilistic Graphical Models, Deep Learning, Unsupervised Learning, Neural Networks.

Country

Spain

City

Barcelona

Industry

Research

Skill

Image Processing, Matlab, Computer Vision, Programming, Science, Artificial Intelligence, Digital Image Processing, Simulations, Python, Physics, Machine Learning, Computational Neuroscience, Signal Processing, Deep Learning, C, C++, Pattern Recognition, GPS, Computer Science, LaTeX

Experience

Associate Researcher

Telefónica

2023-10 - Present · 3 yrs

Associate Researcher on Machine Learning and Deep Learning

Telefonica Research

2018-7 - Present · 8 yrs 3 mos

Barcelona Area, Spain

Machine Learning and Deep Learning Research Engineer

Bosch

2016-10 - 2018-6 · 1 yr 9 mos

Hannover Area, Germany

Senior Postdoctoral Fellow

University of Heidelberg

2012-1 - 2016-9 · 4 yrs 9 mos

Heidelberg Area, Germany

My research focus lies on: * Visual Scene Understanding * Deep Learning * Probabilistic Graphical Models * Machine Learning * Structured Learning / Structured Prediction * Sparse Representations * Optimization * Calcium Imaging Analysis * Multidimensional Image Analysis

Visitor scientist

Howard Hughes Medical Institute (HHMI)

2014 - 2015 · 1 yr

Ashburn, VA

Research focus: Software development for automated analysis of calcium imaging data, focused on denoising and segmentation.

Postdoctoral Fellow

Cellnetworks

2012-2 - 2014-2 · 2 yrs 1 mo

Heidelberg Area, Germany

Research focus: Sparse Representations on calcium image analysis for automatic detection of neural activity and ensemble detection.

PhD. Student

Universitat Autònoma de Barcelona

2007-10 - 2012-1 · 4 yrs 4 mos

Barcelona Area, Spain

Research focus: * Alignment of videos recorded from moving vehicles * Video ground truthing * Video change detection * Transfer labeling, * Road segmentation * Vehicle Geolocalization

Teaching Assistant

Universitat Autònoma de Barcelona

2007-9 - 2008-9 · 1 yr 1 mo

Co-developed and graded assignments.

PhD Student Intership

Technische Universität Darmstadt

2010-9 - 2010-12 · 4 mos

Darmstadt Area, Germany

Four months stay under the supervision of Prof. Stefan Roth (Graphisch-Interaktive Systeme group) Research focus: Learning high-order filters for depth estimation and image denoising

PhD Student Intership

Technische Universität Darmstadt

2009-9 - 2009-12 · 4 mos

Darmstadt Area, Germany

Four months stay under the supervision of Prof. Stefan Roth (Graphisch-Interaktive Systeme group) Research focus: Learning high-order filters for image denoising and optical flow estimation.

Research Assistant

Universitat Politècnica de Catalunya

2005-9 - 2006-9 · 1 yr 1 mo

I was involved on several projects, including the development of multiple datasets and corpus for speech recognition and speech synthesis for European-funded tc-star project (FP6 framework) and SpeechDat Catalan project (SpeechDat Catalan FDB - 1005 speakers) in close collaboration with the Applied Tecnologies on Language and Speech S.L (ATLAS).