Presentation | 2018-07-11 A Fundamental Approach for Efficient Crowdsourced Multi-view Video Uploading Than Than Nu, Takuya Fujihashi, Takashi Watanabe, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | The human visual system (HVS) has more sensitivespatial resolution to the currently gazing region-of-interest (ROI) of the scene, and the sensitivity becomes decreased to the peripheralregions. This introduces considerable perceptual redundancyin low-interest regions. Considering this redundancy of human visualperception, in this paper, we discuss a fundamental approachfor traffic reduction on crowdsourced multi-view video uploading. For this purpose, we extend our previously proposed differentialencoding-based video uploading scheme using ROI-based multiviewvideo encoding. To realize the ROI-based differential multiviewvideo uploading, we first construct a correlated network ofcontributors based on their correlation degrees. We then select acontributor with the largest average correlation in the networkfor extraction of ROI regions. The selected contributor uploadsits video stream using ROI-based single-view video encodingwhile the rest of the contributors in the network overhear thetransmitted stream and performs ROI-based differential multiviewvideo encoding with the prior ROI information. Evaluationresults show that our approach achieves 57% of traffic reductionunder the same visual quality in ROI regions and unnoticeablevisual degradation in low-interest regions. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | |
Paper # | ASN2018-23 |
Date of Issue | 2018-07-04 (ASN) |
Conference Information | |
Committee | ASN / NS / RCS / SR / RCC |
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Conference Date | 2018/7/11(3days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | Hakodate Arena |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | Wireless Distributed Network, Machine Learning and AI for Wireless Communications and Networks, M2M (Machine-to-Machine), D2D (Device-to-Device), IoT(Internet of Things), etc. |
Chair | Hiraku Okada(Nagoya Univ.) / Yoshikatsu Okazaki(NTT) / Tomoaki Otsuki(Keio Univ.) / Kenta Umebayashi(Tokyo Univ. of Agric. and Tech.) / Kazunori Hayashi(Osaka City Univ.) |
Vice Chair | Koji Yamamoto(Kyoto Univ.) / Jin Nakazawa(Keio Univ.) / Kazuya Monden(Hitachi) / Akihiro Nakao(Univ. of Tokyo) / Eisuke Fukuda(Fujitsu Labs.) / Satoshi Suyama(NTT DoCoMo) / Fumiaki Maehara(Waseda Univ.) / Masayuki Ariyoshi(NEC) / Suguru Kameda(Tohoku Univ.) / Shunichi Azuma(Nagoya Univ.) / HUAN-BANG LI(NICT) |
Secretary | Koji Yamamoto(NICT) / Jin Nakazawa(Sophia Univ.) / Kazuya Monden(Kanagawa Inst. of Tech.) / Akihiro Nakao(NTT) / Eisuke Fukuda(Osaka Pref Univ.) / Satoshi Suyama(Hokkaido Univ.) / Fumiaki Maehara(NTT) / Masayuki Ariyoshi(NICT) / Suguru Kameda(ATR) / Shunichi Azuma(Univ. of Electro-Comm.) / HUAN-BANG LI(Kagawa Univ.) |
Assistant | Masafumi Hashimoto(Osaka Univ.) / Tomoyuki Ota(Hiroshima City Univ.) / Tatsuya Kikuzuki(Fujitu Lab.) / Ryo Nakano(HITACHI) / Yoshifumi Hotta(Mitsubishi Electric) / Kenichi Kashibuchi(NTT) / Kazushi Muraoka(NTT DOCOMO) / Shinsuke Ibi(Osaka Univ.) / Hiroshi Nishimoto(Mitsubishi Electric) / Koichi Adachi(Univ. of Electro-Comm.) / Osamu Nakamura(Sharp) / Gia Khanh Tran(Tokyo Inst. of Tech.) / Syusuke Narieda(Mie Univ.) / Koji Ohshima(Kozo Keikaku Engineering) / Mai Ohta(Fukuoka Univ.) / Teppei Oyama(Fujitsu Lab.) / Toshinori Kagawa(NICT) / Masateru Ogura(NAIST) |
Paper Information | |
Registration To | Technical Committee on Ambient intelligence and Sensor Networks / Technical Committee on Network Systems / Technical Committee on Radio Communication Systems / Technical Committee on Smart Radio / Technical Committee on Reliable Communication and Control |
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Language | ENG |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | A Fundamental Approach for Efficient Crowdsourced Multi-view Video Uploading |
Sub Title (in English) | |
Keyword(1) | |
Keyword(2) | |
1st Author's Name | Than Than Nu |
1st Author's Affiliation | Osaka University(Osaka Univ) |
2nd Author's Name | Takuya Fujihashi |
2nd Author's Affiliation | Ehime University(Ehime Univ.) |
3rd Author's Name | Takashi Watanabe |
3rd Author's Affiliation | Osaka University(Osaka Univ.) |
Date | 2018-07-11 |
Paper # | ASN2018-23 |
Volume (vol) | vol.118 |
Number (no) | ASN-127 |
Page | pp.pp.43-46(ASN), |
#Pages | 4 |
Date of Issue | 2018-07-04 (ASN) |