Location History:
- Mountain View, CA (US) (2018 - 2019)
- Arlington, MA (US) (2020 - 2022)
Company Filing History:
Years Active: 2018-2025
Title: Michael Krainin: Innovator in 3D Photography and Image Processing
Introduction
Michael Krainin is a prominent inventor based in Mountain View, CA, known for his contributions to the fields of 3D photography and image processing. With a total of seven patents to his name, Krainin has made significant advancements in how images are captured and processed, particularly in creating realistic extensions of images and enhancing depth perception.
Latest Patents
One of Krainin's latest patents is focused on single image 3D photography with soft-layering and depth-aware inpainting. This innovative method involves determining a depth image based on an initial viewpoint and generating a foreground visibility map. The process also includes creating a background disocclusion mask to indicate the likelihood of pixel disocclusion when adjusting the viewpoint. Ultimately, this method generates an inpainted image and depth image, leading to a modified image with an adjusted viewpoint.
Another notable patent involves image extension neural networks. This method utilizes a generative neural network to create realistic extensions of images. By processing an input image, the network generates an extended image that has more rows and columns than the original, ensuring that the extension appears realistic. The generative neural network is trained using an adversarial loss objective function, enhancing its ability to produce high-quality results.
Career Highlights
Michael Krainin is currently employed at Google Inc., where he continues to innovate and develop new technologies in image processing. His work has garnered attention for its potential applications in various fields, including photography, virtual reality, and augmented reality.
Collaborations
Krainin has collaborated with notable coworkers such as Ce Liu and Carlos Hernandez Esteban, contributing to a dynamic environment of innovation and creativity at Google Inc.
Conclusion
Michael Krainin's contributions to the fields of 3D photography and image processing highlight his role as a leading inventor in the tech industry. His innovative patents and ongoing work at Google Inc. continue to push the boundaries of what is possible in image technology.