Company Filing History:
Years Active: 2017-2025
Title: Innovations of JingChang Huang
Introduction
JingChang Huang is a prominent inventor based in Shanghai, China. He has made significant contributions to the field of image processing and neural networks. With a total of 8 patents to his name, Huang continues to push the boundaries of technology through his innovative ideas.
Latest Patents
Huang's latest patents include groundbreaking work in feature detection based on neural networks. This invention involves inputting a plurality of different images of the same region of interest in an object into a set of neural networks. Each image is captured under varying conditions, and the neural networks generate classifications with confidence scores regarding the presence of features in the region. The classifications are then ensembled to produce a final classification, with parameters adjusted based on a computed loss compared to ground truth data.
Another notable patent is focused on object defect correction. This invention provides a method, device, and computer program product for image processing. A computing device captures an image of a first object that presents a defect. It then obtains defect distribution information from training images to determine the target category of the defect. The device generates correction notifications based on this analysis.
Career Highlights
Huang is currently employed at International Business Machines Corporation (IBM), where he applies his expertise in image processing and neural networks. His work has garnered attention for its innovative approach to solving complex problems in technology.
Collaborations
Huang collaborates with talented individuals such as Peng Ji and Jian Ding, contributing to a dynamic work environment that fosters creativity and innovation.
Conclusion
JingChang Huang is a distinguished inventor whose work in image processing and neural networks has led to significant advancements in technology. His contributions continue to inspire future innovations in the field.
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