This inventor holds 4 USPTO granted patents and 1 published patent application. Top assignees: Farmers Edge Inc., Other. Active years: 2022-2023.
Company Filing History:
3 out of 17 
1 out of 834,411 Years Active: 2022-2023
Title: Innovations by Jacob Walker Bengtson
Introduction
Jacob Walker Bengtson is an accomplished inventor based in Houston, Texas. He holds a total of four patents, showcasing his expertise in agricultural technology and remote sensing. His innovative approaches have the potential to significantly enhance crop management and classification.
Latest Patents
One of Jacob's latest patents is an "Automatic Crop Classification System and Method." This invention utilizes remotely-sensed image data to classify crops grown within agricultural fields. The method involves unsupervised pixel clustering, where pixel values are gathered and assigned to clusters, producing a pixel distribution signal. By summing the pixel distribution signals over the growing season, a temporal representation of a management zone is generated. This data is then processed through a Recurrent Neural Network (RNN) to predict the crop type grown in that zone. Additionally, notifications can be sent to agricultural growers or stakeholders regarding the crop classification predictions.
Another significant patent is for "Shadow and Cloud Masking for Remote Sensing Images in Agriculture Applications Using a Multilayer Perceptron." This method addresses the challenges of shadow and cloud masking in remote sensing images of agricultural fields. It involves electronically receiving an observed image, performing image segmentation, and extracting features for each segment. A cloud mask generation module then classifies each segment using an ensemble of multilayer perceptrons, ensuring that each pixel in the observed image has a corresponding classification.
Career Highlights
Jacob has worked with Farmers Edge Inc., where he applied his innovative ideas to improve agricultural practices. His contributions have been instrumental in advancing the use of technology in farming.
Collaborations
Jacob has collaborated with notable coworkers such as Changchi Xian and Chad Richard Bryant, further enhancing his work in the field of agricultural technology.
Conclusion
Jacob Walker Bengtson is a notable inventor whose work in crop classification and remote sensing is paving the way for advancements in agricultural technology. His innovative patents reflect a commitment to improving farming practices through technology.