Search Results - autonomous+driving

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Magnetically Levitated Inertial Sensor Using Split Magnetic Dipoles (Case No. 2026-191)

Summary: Researchers in the UCLA Department of Electrical and Computer Engineering have developed a magnetically levitated inertial sensor based on a split magnetic dipole architecture. The anchorless design enables high quality factor (Q) gyroscopic sensing with independently tunable sensitivity and bandwidth, providing a robust solution for precision...

Published: 4/2/2026 | Inventor(s): Robert Candler, Amy Sihn, Vaibhav Sharma, Martin Simon

Keywords(s): accelerometer, Autonomous driving, Bandwidth (Signal Processing), Communications Satellite, high sensitivity, inertial sensor, interactive sensing application, marine applications, MEMS, micro-electromechanical systems (MEMS), Motion analysis, motion detection, real-time sensing/monitoring/tracking, scalable fabrication, Vibration sensing

Category(s): Electrical, Electrical > Mems, Electrical > Sensors, Mechanical, Mechanical > Micro-Electromechanical Systems (Mems), Mechanical > Sensors, Mechanical > Mechanical Systems

Artificial Neural Network Train-Time Poison Defense via Energy-Based Model Dynamics Sampling (Case No. 2024-199)

Summary: UCLA researchers in the Department of Electrical and Computer Engineering have developed a novel preprocessing algorithm to purify imperceptibly poisoned training datasets that may lead to misclassification and maintain image quality. Background: Large datasets are important for the effectiveness of machine learning models, serving as the...

Published: 5/6/2025 | Inventor(s): Gregory Pottie, Omead Pooladzandi, Sunay Bhat, Jeffrey Jiang

Keywords(s): AI algorithms, Algorithm, Artificial Intelligence, artificial intelligence augmentation, Automation, Autonomous driving, Big Data, Computer Aided Learning, Data Corruption, Digital Health, Machine Learning, Machine Learning Autonomous Car Gradient Descent

Category(s): Software & Algorithms, Platforms > Diagnostic Platform Technologies, Therapeutics > Radiology, Medical Devices > Monitoring And Recording Systems, Medical Devices > Neural Stimulation, Mechanical > Sensors

2023-131 A Method for Video Motion Detection, Segmentation, and Compression

Summary: UCLA Researchers in the Department of Electrical and Computer Engineering have developed a new computationally efficient algorithm that detects and tracks motion in videos. Background: Computer vision and video processing have many applications in visual security and surveillance such as people counting, action recognition, anomaly detection,...

Published: 2/14/2025 | Inventor(s): Bahram Jalali, Yiming Zhou, Callen MacPhee

Keywords(s): Autonomous driving, computational imaging, Computer Monitor, Computer Security, Computer Vision, computer vision algorithm, Computer-Aided Design, data Compression, Data Recovery, Energy Security , event detection, Human tracking, Image Analysis, image and video enhancement, Image Processing, image restoration, Liquid tracking, Metal process monitoring, motion detection, object recognition, real-time sensing/monitoring/tracking, security, Security and defense, security imaging, Structural health monitoring, Vibration monitoring, Vibration sensing, video pre-processing, video processing, visual security and surveillance

Category(s): Software & Algorithms, Software & Algorithms > Image Processing, Software & Algorithms > Security & Privacy, Software & Algorithms > Programs