<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "Improving TDWZ Correlation Noise Estimation: A Deep Learning based Approach"^^ . "Transform domain Wyner-Ziv video coding (TDWZ) has shown its benefits in compressing video applications with limited resources such as visual surveillance systems, remote sensing and wireless sensor networks. In TDWZ, the correlation noise model (CNM) plays a vital role since it directly affects to the number of bits needed to send from the encoder and thus the overall TDWZ compression performance. To achieve CNM with high accurate for TDWZ, we propose in this paper a novel CNM estimation approach in which the CNM with Laplacian distribution is adaptively estimated based on a deep learning (DL) mechanism. The proposed DL based CNM includes two hidden layers and a linear activation function to adaptively update the Laplacian parameter. Experimental results showed that the proposed TDWZ codec significantly outperforms the relevant benchmarks, notably by around 35% bitrate saving when compared to the DISCOVER codec and around 22% bitrate saving when compared to the HEVC Intra benchmark while providing a similar perceptual quality."^^ . "2020-06" . . "10" . "1-2" . . "Radio and Electronics Association of Vietnam"^^ . . . "REV Journal on Electronics and Communications"^^ . . . "1859378X" . . . . . . . . . . . . . . . . "Van Xiem"^^ . "Hoang"^^ . "Van Xiem Hoang"^^ . . "Nguyen Thi Huong"^^ . "Thao"^^ . "Nguyen Thi Huong Thao"^^ . . "Tien"^^ . "Vu Huu"^^ . "Tien Vu Huu"^^ . . "San"^^ . "Vu van"^^ . "San Vu van"^^ . . . . . . "Improving TDWZ Correlation Noise Estimation: A Deep Learning based Approach (PDF)"^^ . . . "254_HVXiem_30_6.pdf"^^ . . . "Improving TDWZ Correlation Noise Estimation: A Deep Learning based Approach (Other)"^^ . . . . . . "indexcodes.txt"^^ . . . "Improving TDWZ Correlation Noise Estimation: A Deep Learning based Approach (Other)"^^ . . . . . . "lightbox.jpg"^^ . . . "Improving TDWZ Correlation Noise Estimation: A Deep Learning based Approach (Other)"^^ . . . . . . "preview.jpg"^^ . . . "Improving TDWZ Correlation Noise Estimation: A Deep Learning based Approach (Other)"^^ . . . . . . "medium.jpg"^^ . . "HTML Summary of #4025 \n\nImproving TDWZ Correlation Noise Estimation: A Deep Learning based Approach\n\n" . "text/html" . . . "Electronics and Communications"@en . . . "Electronics and Computer Engineering"@en . .