D Burth Kurka, D Gündüz - International Zurich Seminar …, 2020 - research-collection.ethz.ch
… channelcoding stages. Using machine learning techniques, we investigate whether end-toend transmission can be learned from scratch, thus using jointsource-channelcoding … images …
… large channel bandwidth scenarios. This is the first time an end-to-end jointsource-channel coding … of high-resolution images over AWGN and fading channels. This architecture allows …
M Jankowski, D Gündüz… - ICASSP 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
… image retrieval over a wireless channel. Conventional systems apply lossy compression on query images … We first note that reconstructing the original image is not needed for retrieval …
DB Kurka, D Gündüz - ICASSP 2020-2020 IEEE International …, 2020 - ieeexplore.ieee.org
… We consider wireless transmission of images in the presence of channel output feedback, by introducing an autoencoder-based deep jointsource-channelcoding (JSCC) scheme. We …
M Yang, C Bian, HS Kim - ICC 2021-IEEE International …, 2021 - ieeexplore.ieee.org
… jointsourcechannelcoding (JSCC) scheme for wireless image transmission over multipath fading channels … The proposed encoder and decoder use convolutional neural networks (…
… jointsource-channelcoding (JSCC) schemes using deep neural networks (DNNs), called DeepJSCC, provide promising results in wireless image … respect to the input image, rather than …
J Cai, CW Chen - IEEE Transactions on Circuits and Systems …, 2000 - ieeexplore.ieee.org
… -length coding. In this paper, we propose a fixed-length robust jointsourcechannelcoding (… This scheme is based on an optimal jointsource and channelcoding (OJSCC) developed …
J Xu, B Ai, W Chen, N Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
… joint protection and source-channelcoding method that can generate the visually protected image … To the best of our knowledge, this is the first scheme to couple source protection with …
… error is nonzero, which is unavoidable for finite-length channel codes. Thus, for practical systems, in which the delay or complexity is constrained, a jointsource and channelcode …