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08/04/2022
Scalable Video Coding for Humans and Machines
Video content is watched not only by humans, but increasingly also by ma...
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05/04/2022
Joint Image Compression and Denoising via Latent-Space Scalability
When it comes to image compression in digital cameras, denoising is trad...
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12/30/2021
SFU-HW-Tracks-v1: Object Tracking Dataset on Raw Video Sequences
We present a dataset that contains object annotations with unique object...
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05/15/2021
Lightweight Compression of Intermediate Neural Network Features for Collaborative Intelligence
In collaborative intelligence applications, part of a deep neural networ...
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05/12/2021
Lightweight compression of neural network feature tensors for collaborative intelligence
In collaborative intelligence applications, part of a deep neural networ...
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02/14/2020
Back-and-Forth prediction for deep tensor compression
Recent AI applications such as Collaborative Intelligence with neural ne...
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12/31/2018
Deep Frame Prediction for Video Coding
We propose a novel frame prediction method using a deep neural network (...
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04/26/2018
Near-Lossless Deep Feature Compression for Collaborative Intelligence
Collaborative intelligence is a new paradigm for efficient deployment of...
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02/12/2018
Deep feature compression for collaborative object detection
Recent studies have shown that the efficiency of deep neural networks in...
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10/30/2017
High efficiency compression for object detection
Image and video compression has traditionally been tailored to human vis...
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10/30/2017
Can you find a face in a HEVC bitstream?
Finding faces in images is one of the most important tasks in computer v...
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09/09/2017