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16 p, 3.8 MB Distributed learning and inference with compressed images / Katakol, Sudeep (Birla Institute of Technology and Science. Department of Mathematics) ; Elbarashy, Basem (Centre de Visió per Computador (Bellaterra, Catalunya)) ; Herranz, Luis (Centre de Visió per Computador (Bellaterra, Catalunya)) ; Weijer, Joost van de (Universitat Autònoma de Barcelona. Departament de Ciències de la Computació) ; López Peña, Antonio M. (Universitat Autònoma de Barcelona. Departament de Ciències de la Computació)
Modern computer vision requires processing large amounts of data, both while training the model and/or during inference, once the model is deployed. Scenarios where images are captured and processed in physically separated locations are increasingly common (e. [...]
2021 - 10.1109/TIP.2021.3058545
IEEE transactions on image processing, Vol. 30 (Dec. 2021) , p. 3069-3083  
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