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Elf: Accelerate High-resolution Mobile Deep Vision with Content-aware Parallel Offloading
Invention Summary:
As mobile devices continuously generate streams of images and videos, a new class of mobile deep vision applications is rapidly emerging, which usually involve the use of deep neural networks on the multimedia data in real-time. To support such applications, the ability to offload the computation, especially the inference processing,...
Published: 12/8/2021
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Inventor(s): Dipankar Raychaudhuri, Yanyong Zhang, Wuyang Zhang, Marco Gruteser, Yunxin Liu
Keywords(s): Wireless
Category(s): Technology Classifications > Physical Sciences & Engineering, Technology Classifications > Software & Copyright, Technology Classifications > Telecommunications & Networking, Technology Classifications > Software & Algorithms
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Edge Assisted Real-time Object Detection
Image Credits: Zapp2Photo / Shutterstock
Background:
Most existing Augmented Reality (AR) and Mixed Reality (MR) systems understand the 3D geometry of surroundings but lack the ability to detect and classify complex objects in the real world- considered essential for these types of applications. Such capabilities can be enabled with deep Convolutional...
Published: 12/8/2021
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Inventor(s): Marco Gruteser, Luyang Liu, Hongyu Li
Keywords(s): Wireless
Category(s): Technology Classifications > Software & Algorithms, Technology Classifications > Software & Copyright, Technology Classifications > Physical Sciences & Engineering
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ParkNet: Vehicle Information Systems and Methods
Ultrasonic sensor fitted on the side of a car detects parked cars and vacant spaces.Invention Summary:ParkNet is a mobile system comprising vehicles that collect parking space occupancy information while driving by. Each ParkNet vehicle is equipped with a GPS receiver and a passenger-side-facing ultrasonic rangefinder to determine parking spot occupancy....
Published: 12/8/2021
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Inventor(s): Marco Gruteser, Suhas Mathur
Keywords(s):
Category(s): Technology Classifications > Software & Copyright, Technology Classifications > Software & Algorithms, Technology Classifications > Physical Sciences & Engineering, Technology Classifications > Telecommunications & Networking
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