Search Results - Data+Processing%2fAnalysis

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GrooMeD NMS- Grouped Mathematical Differentiable NMS for Monocular 3D Object Detection

­ Monocular 3D Object Detection VALUE PROPOSITION This technology is a novel end-to-end trainable Grouped Mathematical Differentiable NMS (GrooMed-NMS) for monocular 3D object detection. INTRODUCTION Modern 3D object detection methods have immensely benefitted from the end-to-end learning idea. However, most of them use a post-processing...
Published: 2/17/2023   |   Inventor(s): Xiaoming Liu, Abhinav Kumar, Garrick Brazil
Keywords(s):   Category(s): Computer Software, Data Processing/Analysis

Lidar and Camera Calibration Using a Mounted Sphere

LIDAR AND CAMERA CALIBRATION USING MOUNTED SPHEREVALUE PROPOSITIONCombing data from multiple sensors has become an increasingly important part of robotic and autonomous systems. Cameras and lidars generate data that can be combined to improve overall accuracy. To have sensor fusion, precise extrinsic calibration between the sensors must be known. When...
Published: 8/20/2022   |   Inventor(s): Daniel Morris, Jiajia Li, Hayder Radha
Keywords(s):   Category(s): Computer Software, Data Processing/Analysis

Development of an Artificial Intelligence Analysis Method for Magnetic Particle Imaging Using a Machine Learning Algorithm

Development of an artificial intelligence analysis method for magnetic particle imaging using a machine learning algorithm. iNTRODUCTION A magnetic particle imaging (MPI) device uses a changing magnetic field to cause superparamagnetic iron oxide (SPIO) nanoparticles to produce a signal upon exposure. The MPI device then detects these signals and...
Published: 8/20/2022   |   Inventor(s): Ping Wang, Hasaan Hayat, Jinda Fan
Keywords(s):   Category(s): Medical, Computer Software, Data Processing/Analysis

Tracking of Human-Object Interactions

Executive SummaryUnderstanding how people interact with objects such as consumer products or tools is useful for the development of improvements, the creation of future products, and ensuring safety. Continuously monitoring these interactions is challenging, however, particularly when sensors such as video monitors are impractical or unwanted. This...
Published: 8/20/2022   |   Inventor(s): Jeffrey Nanzer, Steve Bush, Faiz Sherman
Keywords(s):   Category(s): Data Processing/Analysis, Devices

Imaging with WiFi

Executive SummaryThe use of WiFi signals for sensing applications has seen significant interest in recent years, due in large part to the ubiquitous presence of WiFi signals. Using WiFi for localization of people and devices has been demonstrated in recent years. While these examples have shown that localization and tracking are possible using WiFi...
Published: 2/17/2023   |   Inventor(s): Jeffrey Nanzer
Keywords(s):   Category(s): Data Processing/Analysis, Devices, Test and Measurement

System for Identifying Brain Functional Area

Executive SummaryMagnetic Resonance Imaging, or MRI, has revolutionized non-invasive diagnostic methods used in modern medicine. Furthermore, functional MRI (fMRI) has allowed researchers and technicians to observe neuron activity directly by monitoring blood oxygen levels within small areas of the brain. However, steady states of activity must be established...
Published: 2/17/2023   |   Inventor(s): Jie Huang
Keywords(s):   Category(s): Medical, Biotechnology, Computer Software, Data Processing/Analysis

Nest DNN, a Pruning-and-Recovery Paradigm for Deep Neural Networks

Executive SummaryNeural networks are employed ubiquitously in our lives today. Found in applications such as video games, face identification, autonomous vehicles navigation, and medical diagnostic tools, these algorithms require a hefty amount of computer resources. In instances where resource demand is greater than availability, accuracy and computational...
Published: 8/20/2022   |   Inventor(s): Mi Zhang, Biyi Fang, Xiao Zeng
Keywords(s):   Category(s): Computer Software, Data Processing/Analysis, Informatics

Ultra Low Power Data Transfer

Executive SummaryThe number of devices connected to the internet (smartphones, tablets, sensors, etc.) is estimated to grow to approximately 50 billion by 2020. In addition to the devices that the user interacts with directly (phone, PC, etc.) there is a large number of autonomous entities including temperature sensors, home security systems, garage...
Published: 8/20/2022   |   Inventor(s): Subir Biswas, Dezhi Feng, Faezeh Hajiaghajani, Saptarshi Das
Keywords(s):   Category(s): Data Processing/Analysis, Energy, Communication, Telecommunications and Internet

Improved Facial Mapping and Modeling

Executive SummaryImproving facial recognition and facial mapping is an area of research which has been rapidly advancing in the last decade in order to improve both security and entertainment products. This MSU developed technology has the ability to improve both high-quality 3D face fitting and facial recognition technologies allowing for the improvement...
Published: 6/8/2021   |   Inventor(s): Xiaoming Liu, Yaojie Liu, Amin Jourabloo
Keywords(s):   Category(s): Computer Software, Analytical Instruments, Data Processing/Analysis, Defense

Single Image Resolution Enhancement

Executive SummarySuper-resolution is the process of increasing the resolution of a low-resolution image. Manifold techniques have been used for super-resolution to enhance image, photo, or video quality, but they are often computationally demanding due to the complexity of the underlying algorithm. MSU researchers have developed a novel method for...
Published: 6/8/2021   |   Inventor(s): Hayder Radha, Chinh Dang
Keywords(s):   Category(s): Computer Software, Informatics, Data Processing/Analysis
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