Company Filing History:
Years Active: 2020
Title: Innovations by Marc-André Gardner in Illumination Estimation
Introduction
Marc-André Gardner is an innovative inventor based in Québec, Canada. He has made significant contributions to the field of image processing and illumination estimation. His work focuses on enhancing the realism of graphics applications through advanced methods and systems.
Latest Patents
Marc-André Gardner holds a patent for "Illumination estimation from a single image." This patent describes methods and systems that utilize a single image of an indoor scene to estimate the illumination of the environment captured in that image. A neural network system is employed to estimate illumination by generating recovery light masks, which indicate the probability of each pixel within the larger environment being a light source. Additionally, low-frequency RGB images are generated to provide low-frequency information for the environment. The neural network system is trained using input images extracted from known panoramic images. Once trained, it can infer plausible illumination information from a single image, allowing for realistic illumination of images and objects in graphics applications, such as image compositing, modeling, and reconstruction.
Career Highlights
Marc-André Gardner is currently associated with Adobe Inc., where he continues to push the boundaries of innovation in image processing. His work has garnered attention for its potential applications in various fields, including virtual reality and augmented reality.
Collaborations
Some of his notable coworkers include Kalyan Krishna Sunkavalli and Xiaohui Shen, who contribute to the collaborative environment at Adobe Inc. Their combined expertise enhances the development of cutting-edge technologies in the realm of graphics and image processing.
Conclusion
Marc-André Gardner's contributions to illumination estimation represent a significant advancement in the field of image processing. His innovative approach and collaboration with talented individuals at Adobe Inc. continue to shape the future of graphics applications.
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