Company Filing History:
Years Active: 2019-2022
Title: Cristian Canton Ferrer: Innovator in Image Analysis and Data Protection
Introduction
Cristian Canton Ferrer is a notable inventor based in Sammamish, WA (US). He has made significant contributions to the fields of image analysis and data protection, holding a total of 4 patents. His work focuses on developing advanced systems that enhance the security and integrity of digital content.
Latest Patents
One of Cristian's latest patents is titled "Automated detection of tampered images." This innovative content analyzer determines whether various types of modifications have been made to images. The analyzer computes JPEG ghosts from the images that are concatenated with the image channels to generate a feature vector. This feature vector is then provided as input to a neural network that assesses whether modifications have occurred. The neural network may include a constrained convolution layer along with several unconstrained convolution layers. Additionally, an image fake model can be applied to ascertain whether the image was generated using a computer model or algorithm.
Another significant patent is "Systems and methods for protecting data." This patent outlines systems, methods, and non-transitory computer-readable media that can be configured to train a featurizer based on a set of training data. The featurizer can be applied to at least one input to generate at least one tensor, which obfuscates or excludes specific features in the input.
Career Highlights
Cristian has worked with prominent companies such as Facebook, Inc. and Meta Platforms, Inc. His experience in these leading tech firms has allowed him to refine his skills and contribute to groundbreaking projects in the tech industry.
Collaborations
Cristian has collaborated with talented individuals, including Brian Dolhansky and Eric Erkon Hsin. These partnerships have fostered innovation and creativity in his work.
Conclusion
Cristian Canton Ferrer is a distinguished inventor whose work in image analysis and data protection has made a significant impact in the tech industry. His innovative patents and collaborations reflect his commitment to advancing technology and enhancing digital security.