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04/04/2023
A real-time algorithm for human action recognition in RGB and thermal video
Monitoring the movement and actions of humans in video in real-time is a...
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07/07/2022
FastHebb: Scaling Hebbian Training of Deep Neural Networks to ImageNet Level
Learning algorithms for Deep Neural Networks are typically based on supe...
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04/19/2022
A qualitative investigation of optical flow algorithms for video denoising
A good optical flow estimation is crucial in many video analysis and res...
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03/03/2022
AdaFamily: A family of Adam-like adaptive gradient methods
We propose AdaFamily, a novel method for training deep neural networks. ...
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10/25/2021
Some like it tough: Improving model generalization via progressively increasing the training difficulty
In this work, we propose to progressively increase the training difficul...
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10/25/2021
Detecting speaking persons in video
We present a novel method for detecting speaking persons in video, by ex...
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08/01/2021
Hyper360 – a Next Generation Toolset for Immersive Media
Spherical 360 video is a novel media format, rapidly becoming adopted in...
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09/02/2020
Automatic cinematography for 360 video
We describe our method for automatic generation of a visually interestin...
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04/19/2020
The Hyper360 toolset for enriched 360^∘ video
360^∘ video is a novel media format, rapidly becoming adopted in media p...
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10/14/2019
OmniTrack: Real-time detection and tracking of objects, text and logos in video
The automatic detection and tracking of general objects (like persons, a...
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07/22/2019