DDCNet : Deep Dilated Convolutional Neural Network for Dense Prediction

Dense pixel matching problems such as optical flow and disparity estimation are among the most challenging tasks in computer vision. Recently, several deep learning methods designed for these problems have been successful. A sufficiently larger effective receptive field (ERF) and a higher resolution...

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Bibliographische Detailangaben
Veröffentlicht in:Neurocomputing. - 1998. - 523(2023) vom: 28. Feb., Seite 116-129
1. Verfasser: Salehi, Ali (VerfasserIn)
Weitere Verfasser: Balasubramanian, Madhusudhanan
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:Neurocomputing
Schlagworte:Journal Article Dense prediction compact network dilated convolution gridding artifact network receptive field optical flow estimation