Antonio Robles-Kelly

Title: Antonio Robles-Kelly: Innovator in Hyperspectral Imaging

Introduction

Antonio Robles-Kelly is a prominent inventor based in Eveleigh, Australia. He has made significant contributions to the field of imaging technology, particularly in the area of hyperspectral imaging. With a total of 13 patents to his name, Robles-Kelly has established himself as a leading figure in innovation.

Latest Patents

Among his latest patents is a groundbreaking technology for spectral reconstruction. This innovation relates to processing color images to reconstruct hyperspectral images from the original color images. An image processor determines an output hyperspectral image by combining multiple hyperspectral prototype components, which correspond to the input image. Each component comprises multiple values associated with specific wavelengths, based on various points of training image data. This method allows for the use of relationships between points in the training image, such as texture, to achieve a more robust and accurate reconstruction of hyperspectral image data.

Another notable patent is focused on pixel-wise illuminant estimation. This technology estimates the illumination spectrum of a pixel within hyperspectral or multispectral image data. A processor determines an optimized illumination spectrum for a specific point based on an initial spectrum and associations with multiple second points from various instances of the image data. This approach enables the determination of the illumination spectrum per pixel without the need for clustering pixels or making restrictive assumptions, utilizing statistical inference instead.

Career Highlights

Antonio Robles-Kelly is currently associated with National ICT Australia Limited, where he continues to push the boundaries of imaging technology. His work has garnered attention for its innovative approach and practical applications in various fields.

Collaborations

Robles-Kelly has collaborated with notable colleagues, including Cong Phuoc Huynh and Lin Gu. These partnerships have contributed to the advancement of his research and the development of new technologies.

Conclusion

Antonio Robles-Kelly is a distinguished inventor whose work in hyperspectral imaging has led to significant advancements in the field. His innovative patents reflect his commitment to enhancing imaging technology and its applications.