Beyond transmitting bits: Context, semantics, and task-oriented communications
Communication systems to date primarily aim at reliably communicating bit sequences.
Such an approach provides efficient engineering designs that are agnostic to the meanings …
Such an approach provides efficient engineering designs that are agnostic to the meanings …
Semantic structured image coding framework for multiple intelligent applications
Fast-growing intelligent media processing applications demand efficient processing
throughout the processing chain from the edge to the cloud, and the complexity bottleneck …
throughout the processing chain from the edge to the cloud, and the complexity bottleneck …
Robust emotion recognition from low quality and low bit rate video: A deep learning approach
Emotion recognition from facial expressions is tremendously useful, especially when
coupled with smart devices and wireless multimedia applications. However, the inadequate …
coupled with smart devices and wireless multimedia applications. However, the inadequate …
Beyond coding: Detection-driven image compression with semantically structured bit-stream
With the development of 5G and edge computing, it is increasingly important to offload
intelligent media computing to edge device. Traditional media coding scheme codes the …
intelligent media computing to edge device. Traditional media coding scheme codes the …
TWM: A framework for creating highly compressible videos targeted to computer vision tasks
We present a simple yet effective framework–Transmitting What Matters (TWM)–to generate
highly compressible videos containing only relevant information targeted to specific …
highly compressible videos containing only relevant information targeted to specific …
Identifying protein binding functionality of protein family sequences by Aligned Pattern clusters
ESA Lee, AKC Wong - 2012 IEEE International Conference on …, 2012 - ieeexplore.ieee.org
A basic task in protein analysis is to discover a set of sequence patterns that reflect the
function of a protein family. This set of sequence patterns contains non-exact significant …
function of a protein family. This set of sequence patterns contains non-exact significant …
An experimental evaluation of image input degradation on machine learning performance
O Andersson - 2020 - odr.chalmers.se
Significant advancements in the field of machine learning have been made during the past
decade due to artificial neural networks being feasible to compute. To train these neural …
decade due to artificial neural networks being feasible to compute. To train these neural …