Enhancing Image Coding for Machines with Compressed Feature Residuals

As computer vision technologies have tremendously improved over the last decade, videos and images are often consumed by machines instead of humans which are the main target for traditional video codecs. In many use cases, although machines are the main consumers, human involvement is also required,...

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Vydané v:	2021 IEEE International Symposium on Multimedia (ISM) s. 217 - 225
Hlavní autori:	Seppala, Joni, Zhang, Honglei, Le, Nam, Youvalari, Ramin G., Cricri, Francesco, Tavakoli, Hamed Rezazadegan, Aksu, Emre, Hannuksela, Miska M., Rahtu, Esa
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 01.11.2021
Predmet:	Bit rate Feature extraction feature residual Image coding image coding for machines image compression Task analysis Video coding video coding for machines Video compression Visualization
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