Fernanda Andaló

Fernanda Andaló

Lead AI Engineer
The LEGO Group

I work as a Lead AI Engineer at the LEGO Group, where I lead AI R&D for digital play experiences, from research to product deployment across several initiatives, including the latest LEGO® DUPLO® Train sets launched worldwide.

I am also the Co-founder and Chief Scientist at SciPet, where I have coordinated machine learning research on animal biometrics for social good. This research resulted in CrowdPet, an app designed to support protective actions for stray animal populations and assist in planning public animal welfare initiatives.

In addition, I collaborate as a researcher with the Institute of Computing at Unicamp, and served as an elected member of the IEEE Information Forensics and Security Technical Committee (IFS-TC) (2023–2025) and as Chair of the IEEE Women in Engineering (WIE) South Brazil Section (2016-2017).

My professional goal is to continue advancing AI methods and their real-world applications, contributing to technology that creates a positive impact on society.

The Age of Synthetic Realities: Challenges and Opportunities
AG-ReID 2023: Aerial-Ground Person Re-identification Challenge Results
Leveraging Ensembles and Self-Supervised Learning for Fully-Unsupervised Person Re-Identification and Text Authorship Attribution

Homomorphic evaluation of large look-up tables for inference on human genome data in the cloud

Antonio Guimarães, Leonardo Neumann, Fernanda Andaló, Diego F. Aranha, Edson Borin
International Symposium on Computer Architecture and High Performance Computing Workshops (SBAC-PADW) · 2022
DOI PDF
Homomorphic evaluation of large look-up tables for inference on human genome data in the cloud
Explainable Artificial Intelligence for Authorship Attribution on Social Media
Content-Aware Detection of Temporal Metadata Manipulation
Leveraging Ensembles and Self-Supervised Learning for Fully-Unsupervised Person Re-Identification and Text Authorship Attribution
Cross-dataset emotion recognition from facial expressions through convolutional neural networks
Unsupervised and Self-Adaptative Techniques for Cross-Domain Person Re-Identification
Unraveling the Notre Dame Cathedral fire in space and time: an X-coherence approach
Temporally Sorting Images from Real-World Events
A Inteligência Artificial e os desafios da Ciência Forense Digital no século XXI
Unsupervised and self-adaptative techniques for cross-domain person re-identification
Content-Based Detection of Temporal Metadata Manipulation
Detecting face presentation attacks in mobile devices with a patch-based CNN and a sensor-aware loss function
Two-tiered face verification with low-memory footprint for mobile devices
Multiple-tiered facial recognition
Forensic Event Analysis: From Seemingly Unrelated Data to Understanding
Improving the chronological sorting of images through occlusion: A study on the Notre-Dame cathedral fire
Deep face verification for spherical images

Learning visual clues of the passage of time

Rafael Padilha, Fernanda Andaló, Anderson Rocha
ICMedia – International Conference on Multimedia and Electronic Safety in Forensic Sciences · 2019
DéjàVu
Counteracting the contemporaneous proliferation of digital forgeries and fake news
TWM: a framework for creating highly compressible videos targeted to computer vision tasks

Two-tiered facial verification for mobile devices

Rafael Padilha, Fernanda Andaló, Ricardo da S. Torres, Anderson Rocha, Jacques Wainer
Workshop of Theses and Dissertations, Conference on Graphics, Patterns and Images (WTD/SIBGRAPI) · 2018
PDF BioLive
CrowdPet: deep learning applied to the detection of dogs in the wild
System and method for video context-based composition and compression from normalized spatial resolution objects

PSQP: Puzzle Solving by Quadratic Programming

Fernanda Andaló, Gabriel Taubin, Siome Goldenstein
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) · 2017
DOI PDF Code Image Puzzle
PSQP: Puzzle Solving by Quadratic Programming
Transmitting What Matters: Task-Oriented Video Composition and Compression
Automatic reconstruction of ancient Portuguese tile panels
Efficient height measurements in single images based on the detection of vanishing points

A Graph Cut approach to texture synthesis on 3D surfaces

Fernanda Andaló, Luiz Velho
VISGRAF Laboratory, Instituto Nacional de Matemática Pura e Aplicada (IMPA) · 2014
PDF
A Graph Cut approach to texture synthesis on 3D surfaces

Computer vision methods applicable to forensic science

Fernanda Andaló, Siome Goldenstein
Workshop of Theses and Dissertations, Conference on Graphics, Patterns and Images (WTD/SIBGRAPI) · 2013
PDF Image Puzzle Photogrammetry Footwear impression

Vanishing point detection by segment clustering on the projective space

Fernanda Andaló, Gabriel Taubin, Siome Goldenstein
Trends and Topics in Computer Vision – ECCV 2010 Workshops, Heraklion, Crete, Greece, September 10-11, 2010, Revised Selected Papers, Part II · 2012
DOI PDF Photogrammetry
Vanishing point detection by segment clustering on the projective space
Solving image puzzles with a simple quadratic programming formulation
Accurate 3D footwear impression recovery from photographs
Detecting vanishing points by segment clustering on the projective plane for single-view photogrammetry
Shape feature extraction and description based on tensor scale
Fluorosis in rats exposed to oscillating chronic fluoride doses

Shape descriptors based on tensor scale

Fernanda Andaló, Ricardo da S. Torres, Alexandre X. Falcão
Workshop of Theses and Dissertations, Brazilian Symposium on Computer Graphics and Image Processing (WTD/SIBGRAPI) · 2008
PDF 1st place Tensor Scale
Recuperação de imagens: desafios e novos rumos
A new shape descriptor based on tensor scale
Detecting contour saliences using tensor scale

Descritores de forma baseados em tensor scale

Fernanda Andaló
Institute of Computing, University of Campinas (IC-UNICAMP) · 2007
PDF Tensor Scale
Descritores de forma baseados em tensor scale

Arte e Computação Gráfica: interface interativa e dinâmica para controle de robô via Internet

Fernanda Andaló, Suzete Venturelli
10º Congresso de Iniciação Científica da UnB e 1º Congresso de Iniciação Científica do DF · 2004

Interfaces interativas de controle de robôs via internet

Fernanda Andaló, Suzete Venturelli
9º Congresso de Iniciação Científica da UnB · 2003