Aug 8, 2019 · In this work, we have shown a technique that requires no extra hardware, network retraining or CNN architecture modification, and is still able ...

Jul 7, 2019 · In this work we propose a technique that uses frame similarity to identify and process only areas that have a significant difference when ...

In this work we propose a technique that uses frame similarity to identify and process only areas that have a significant difference when comparing two ...

Embedded video-processing applications are everywhere, and need to be low-energy in order to extend battery life. Convolutional Neural Networks (CNNs), ...

Feature similarity is obtained by a modified SSIM algorithm. The module can aggregate the features of frames globally to avoid redundancy. Finally, the ...

Using Frame Similarity for Low Energy Software-Only IoT Video Recognition ... In this work we propose a technique that uses frame similarity to identify ...

May 7, 2022 · This paper investigates existing object detection and recognition techniques by using CNN models used in IoT networks.

Missing: Recognition. | Show results with:Recognition.

Dec 8, 2021 · New technique applied to small computer chips enables efficient vision and detection algorithms without internet connectivity.

First, we exploit a cooperative mechanism on the edges and cloud, which can schedule the relation recognition and analysis subtasks from massive video streams.