Andrews Cordolino Sobral, Ph.D. @andrewssobral

Head of Artificial Intelligence at ActiveEon, Paris. Focus on AI at Scale, HPC+IA & MLOps. Working on the intersection of scientific research and software eng. andrewssobral.wix.com/home Paris, France Joined October 2010

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Andrews Cordolino Sobral, Ph.D. @andrewssobral

6 months ago

I’ll be presenting to Petrobras’ Operational Research & Data Science group on “Robust Low-rank and Sparse Decomposition for Moving Object Detection.” I’ll discuss RPCA for background subtraction and object detection and showcase LRSLibrary (MATLAB) + a GoDec demo in Python.

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Andrews Cordolino Sobral, Ph.D. @andrewssobral

7 months ago

Researchers at MIT have developed a new system called MiFly, which enables drones to autonomously localize themselves in indoor environments, even in darkness or low-visibility conditions, using radio frequency (RF) waves. youtu.be/TyySRwsUpbY?si…

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Andrews Cordolino Sobral, Ph.D. @andrewssobral

2 years ago

Love it 😍 It was one of my dreams at the time when I was working on my graduation project in computer engineering and mobile robotics in the year 2007. Link to my very old B.S. project: behance.net/gallery/933898… #engineering #robotics #project

Andrews Cordolino Sobral, Ph.D. @andrewssobral

2 years ago

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Andrews Cordolino Sobral, Ph.D. @andrewssobral

2 years ago

AI Racecars: Behind the Scenes at Indy Autonomous Challenge youtu.be/COOl_Rbs_8c via @YouTube

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#CVPR2025 @CVPR

3 years ago

#CVPR2022 Best Paper Awards

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Andrews Cordolino Sobral, Ph.D. @andrewssobral

3 years ago

“…a background subtractor on all camera feeds using bgslibrary C++ background subtraction library, and Kodi as the visual interface.” Happy to see bgslibrary is still widely used

CNX Software @cnxsoft

3 years ago

“…a background subtractor on all camera feeds using bgslibrary C++ background subtraction library, and Kodi as the visual interface.” Happy to see bgslibrary is still widely used

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Alex Sobral @alexsobral

4 years ago

I just published Video Analytics with Deep Learning can be a easy task link.medium.com/8urMdUdg8eb

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Andrews Cordolino Sobral, Ph.D. @andrewssobral

5 years ago

ECCV 2020 Tutorial on Accelerating Computer Vision with Mixed Precision nvlabs.github.io/eccv2020-mixed…

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Caroline Pacheco @lolynepacheco

5 years ago

I just published An Introduction to Linear Regression & Gradient Descent link.medium.com/dZQLMIt7Z8

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Andrews Cordolino Sobral, Ph.D. @andrewssobral

6 years ago

Python implementation of the GoDec algorithm proposed by Zhou and Tao (ICML 2011). GoDec is one of the most efficient algorithm for low-rank and sparse decomposition thanks to bilateral random projections, a fast approximation of SVD/PCA. github.com/andrewssobral/… #python #ia

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Andrews Cordolino Sobral, Ph.D. @andrewssobral

6 years ago

Robust Principal Component Analysis (RPCA) remains one of the most impressive algorithms for computer vision and machine learning. In contrast to famous Deep Neural Networks, RPCA methods are mathematically understandable and powerful unsupervised (or self-supervised) methods.