Company Filing History:
Years Active: 2015-2023
Title: Ankush Khandelwal: Innovator in Satellite Image Classification
Introduction
Ankush Khandelwal is a prominent inventor based in Minneapolis, MN (US). He has made significant contributions to the field of satellite image classification, holding a total of 8 patents. His innovative methods have advanced the way satellite images are analyzed and interpreted.
Latest Patents
One of Ankush's latest patents is titled "Satellite image classification across multiple resolutions and time using ordering constraint among instances." This method involves receiving a satellite image of an area and classifying each pixel as representing water, land, or unknown using a sophisticated model. For various possible water levels, the method determines a cost associated with each level, which includes assessing how many pixels need to be reclassified to align with the water level and comparing it to previous water levels. The water level with the lowest cost is then selected to reclassify at least one pixel.
Another notable patent is also titled "Satellite image classification across multiple resolutions and time using ordering constraint among instances." This method classifies low-resolution pixels from a satellite image to create an initial classification map. It then selects a physically-consistent classification map based on this initial map. A water level from the selected map is used to identify high-resolution pixels that represent the perimeter of water in the geographic area.
Career Highlights
Ankush Khandelwal is affiliated with the University of Minnesota, where he continues to push the boundaries of research in satellite image classification. His work has garnered attention for its practical applications in environmental monitoring and resource management.
Collaborations
Ankush collaborates with esteemed colleagues such as Vipin Kumar and Anuj Karpatne. Their combined expertise enhances the research and development of innovative solutions in the field.
Conclusion
Ankush Khandelwal is a leading inventor whose work in satellite image classification has made a significant impact. His patents reflect a commitment to advancing technology and improving our understanding of geographic areas through innovative methods.