Company Filing History:
Years Active: 2021
Title: Heeji Im: Innovator in Road Detection Technology
Introduction
Heeji Im is a notable inventor based in Suwon-si, South Korea. He has made significant contributions to the field of road detection technology through his innovative patent. His work focuses on utilizing convolutional neural networks to enhance the accuracy and efficiency of road detection methods.
Latest Patents
Heeji Im holds a patent for an "Apparatus and method for detecting road based on convolutional neural network." This patent discloses a convolutional neural network-based road detecting apparatus and method. The exemplary embodiment includes applying a dilation operation to a ground truth for a road image of a learning image. It also involves training an inference model that detects a road region from a satellite image based on the learning image and the ground truth. The model receives a prediction target image and generates an original segmentation map in which a road region is detected from the prediction target image.
Career Highlights
Heeji Im is associated with the Ajou University Industry-Academic Cooperation Foundation. His role at this institution allows him to engage in cutting-edge research and development in the field of artificial intelligence and machine learning.
Collaborations
Heeji Im collaborates with Hoeseok Yang, contributing to advancements in their shared field of expertise.
Conclusion
Heeji Im's innovative work in road detection technology exemplifies the potential of convolutional neural networks in practical applications. His contributions are paving the way for future advancements in this critical area of research.