Machine Learning Based Video Coding Enhancements for HTTP Adaptive Streaming

2020 ◽

Author(s):

Minh Nguyen ◽

Hadi Amirpour ◽

Christian Timmerer ◽

Hermann Hellwagner

Keyword(s):

Video Coding ◽

High Efficiency ◽

Adaptive Streaming ◽

High Efficiency Video Coding ◽

Http Adaptive Streaming

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A machine learning-based framework for preventing video freezes in HTTP adaptive streaming

Journal of Network and Computer Applications ◽

10.1016/j.jnca.2017.07.009 ◽

2017 ◽

Vol 94 ◽

pp. 78-92 ◽

Cited By ~ 10

Author(s):

Stefano Petrangeli ◽

Tingyao Wu ◽

Tim Wauters ◽

Rafael Huysegems ◽

Tom Bostoen ◽

...

Keyword(s):

Machine Learning ◽

Adaptive Streaming ◽

Http Adaptive Streaming

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FaME-ML: Fast Multirate Encoding for HTTP Adaptive Streaming Using Machine Learning

2020 IEEE International Conference on Visual Communications and Image Processing (VCIP) ◽

10.1109/vcip49819.2020.9301850 ◽

2020 ◽

Author(s):

Ekrem Cetinkaya ◽

Hadi Amirpour ◽

Christian Timmerer ◽

Mohammad Ghanbari

Keyword(s):

Machine Learning ◽

Adaptive Streaming ◽

Http Adaptive Streaming

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Fast Multi-Resolution and Multi-Rate Encoding for HTTP Adaptive Streaming Using Machine Learning

IEEE Open Journal of Signal Processing ◽

10.1109/ojsp.2021.3078657 ◽

2021 ◽

pp. 1-1

Author(s):

Ekrem Cetinkaya ◽

Hadi Amirpour ◽

Christian Timmerer ◽

Mohammad Ghanbari

Keyword(s):

Machine Learning ◽

Adaptive Streaming ◽

Http Adaptive Streaming

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Overall Quality Prediction for HTTP Adaptive Streaming using LSTM Network

IEEE Transactions on Circuits and Systems for Video Technology ◽

10.1109/tcsvt.2020.3035824 ◽

2020 ◽

pp. 1-1

Author(s):

Huyen T. T. Tran ◽

Duc V. Nguyen ◽

Nam Pham Ngoc ◽

Truong Cong Thang

Keyword(s):

Quality Prediction ◽

Adaptive Streaming ◽

Http Adaptive Streaming ◽

Lstm Network

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Integrated Bandwidth Variation Pattern Differentiation for HTTP Adaptive Streaming over 4G Cellular Networks

2018 IEEE 37th International Performance Computing and Communications Conference (IPCCC) ◽

10.1109/pccc.2018.8710772 ◽

2018 ◽

Author(s):

Haipeng Du ◽

Weizhan Zhang ◽

Xuanyu Wang ◽

Qinghua Zheng

Keyword(s):

Cellular Networks ◽

Adaptive Streaming ◽

Variation Pattern ◽

Http Adaptive Streaming ◽

Pattern Differentiation ◽

4G Cellular Networks

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Quality of experience for HTTP adaptive streaming services

IEEE Communications Magazine ◽

10.1109/mcom.2012.6178830 ◽

2012 ◽

Vol 50 (4) ◽

pp. 20-27 ◽

Cited By ~ 190

Author(s):

Ozgur Oyman ◽

Sarabjot Singh

Keyword(s):

Quality Of Experience ◽

Adaptive Streaming ◽

Http Adaptive Streaming ◽

Streaming Services

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Analytical method for objective scoring of HTTP Adaptive Streaming (HAS)

IEEE international Symposium on Broadband Multimedia Systems and Broadcasting ◽

10.1109/bmsb.2012.6264244 ◽

2012 ◽

Cited By ~ 4

Author(s):

Bill Krogfoss ◽

Anshul Agrawal ◽

Lev Sofman

Keyword(s):

Analytical Method ◽

Adaptive Streaming ◽

Http Adaptive Streaming

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The Effect of Seeking Operation on QoE of HTTP Adaptive Streaming Services

International journal of Computer Networks & Communications ◽

10.5121/ijcnc.2017.9201 ◽

2017 ◽

Vol 9 (2) ◽

pp. 1-17

Author(s):

Toshiro Nunome ◽

Hiroaki Tani

Keyword(s):

Adaptive Streaming ◽

Http Adaptive Streaming ◽

Streaming Services

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HTTP adaptive streaming QoE estimation with ITU-T rec. P. 1203

Proceedings of the 9th ACM Multimedia Systems Conference on - MMSys '18 ◽

10.1145/3204949.3208124 ◽

2018 ◽

Cited By ~ 24

Author(s):

Werner Robitza ◽

Steve Göring ◽

Alexander Raake ◽

David Lindegren ◽

Gunnar Heikkilä ◽

...

Keyword(s):

Adaptive Streaming ◽

Http Adaptive Streaming

Download Full-text

Machine Learning Based Video Coding Enhancements for HTTP Adaptive Streaming

Scalable High Efficiency Video Coding based HTTP Adaptive Streaming over QUIC

A machine learning-based framework for preventing video freezes in HTTP adaptive streaming

FaME-ML: Fast Multirate Encoding for HTTP Adaptive Streaming Using Machine Learning

Fast Multi-Resolution and Multi-Rate Encoding for HTTP Adaptive Streaming Using Machine Learning

Overall Quality Prediction for HTTP Adaptive Streaming using LSTM Network

Integrated Bandwidth Variation Pattern Differentiation for HTTP Adaptive Streaming over 4G Cellular Networks

Quality of experience for HTTP adaptive streaming services

Analytical method for objective scoring of HTTP Adaptive Streaming (HAS)

The Effect of Seeking Operation on QoE of HTTP Adaptive Streaming Services

HTTP adaptive streaming QoE estimation with ITU-T rec. P. 1203

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