Výsledky vyhľadávania - "Image and Video Coding for Machine"

Learning on Entropy Coded Images with CNN Autor Piau, Remi, Maugey, Thomas, Roumy, Aline

“…We propose an empirical study to see whether learning with convolutional neural networks (CNNs) on entropy coded data is possible. First, we define spatial and…”
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Predicting CNN Learning Accuracy Using Chaos Measurement Autor Piau, Remi, Maugey, Thomas, Roumy, Aline

“…Learning on entropy coded data has many benefits. First, it avoids decoding, but also it allows one to process compact data. However, this type of learning has…”
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Learned Enhancement Filters for Image Coding for Machines Autor Ahonen, Jukka I., Youvalari, Ramin G., Le, Nam, Zhang, Honglei, Cricri, Francesco, Tavakoli, Hamed Rezazadegan, Hannuksela, Miska M., Rahtu, Esa

“…Machine-To-Machine (M2M) communication applications and use cases, such as object detection and instance segmentation, are becoming mainstream nowadays. As a…”
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