Search Results for author: Xuemin Sherman Shen

Found 3 papers, 1 papers with code

Deep Image Semantic Communication Model for Artificial Intelligent Internet of Things

2 code implementations6 Nov 2023 Li Ping Qian, Yi Zhang, Sikai Lyu, Huijie Zhu, Yuan Wu, Xuemin Sherman Shen, Xiaoniu Yang

Particularly, at the transmitter side, a high-precision image semantic segmentation algorithm is proposed to extract the semantic information of the image to achieve significant compression of the image data.

Generative Adversarial Network Image Compression +2

Digital Twin-Assisted Resource Demand Prediction for Multicast Short Video Streaming

no code implementations9 Jun 2023 Xinyu Huang, Wen Wu, Xuemin Sherman Shen

In this paper, we propose a digital twin (DT)-assisted resource demand prediction scheme to enhance prediction accuracy for multicast short video streaming.

Digital Twin-Assisted Collaborative Transcoding for Better User Satisfaction in Live Streaming

no code implementations13 Nov 2022 Xinyu Huang, Mushu Li, Wen Wu, Conghao Zhou, Xuemin Sherman Shen

Particularly, two DTs are constructed for emulating the cloud-edge collaborative transcoding process by analyzing spatial-temporal information of individual videos and transcoding configurations of transcoding queues, respectively.

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