Christopher Piche

Title: Christopher Piche: Patents in Image Processing and Vehicle Calibration.

Introduction

Christopher Piche is an inventor based in Abu Dhabi, United Arab Emirates. His patent work includes systems for processing image data with machine learning and calibrating vehicle-based image capture devices. He is associated with Geotab Incorporated and holds 2 patents.

Latest Patents

Piche’s latest patents address image analysis and camera calibration.

“Systems and Methods for Asynchronously Processing Image Data” describes a system that uses machine learning models to analyze camera images in stages. A first model detects potential events in substantially real time. When its prediction meets a confidence criterion, a second model analyzes another image subset asynchronously, using more cumulative processing time. If the second prediction also meets its confidence criterion, the system can notify a remotely located user.

“Systems for Calibrating Vehicle-Based Image Capture Devices” describes methods for calibrating cameras installed in vehicles. The system determines a calibration polygon from key points in image data and can update it as new images are captured. It can also monitor the calibration and identify when recalibration is needed, including for road-facing and cabin-facing cameras.

Career Highlights

Piche’s listed patent portfolio connects machine learning-based image processing with practical vehicle imaging systems. The inventions describe ways to balance rapid event detection with more detailed asynchronous analysis, as well as methods for maintaining camera calibration over time.

Collaborations

Piche is associated with Geotab Incorporated. His listed coworkers include Gleb Odinokikh and Aleksandra Iakovleva.

Conclusion

Christopher Piche’s patents focus on improving image-based event detection and maintaining reliable calibration for vehicle cameras, reflecting an applied approach to innovation in imaging systems.