Δ͔֬ೝͨ͠ ٞ͋Δʁ ಈతʹͱΕΔͱͲΕ͘Β͍خ͍͠ͷͩΖ͏͔ ࣍ʹಡΉ͖จʁ %JSFDUGFNUPTFDPOEMBTFSTVSGBDFOBOPNJDSPTUSVDUVSJOHBOE JUTBQQMJDBUJPOT Direct visualization of the complete evolution of femtosecond laser-induced surface structural dynamics of metals (Light: Science Applications 2017, Fang, Ranran and Vorobyev, Anatoliy and Guo, Chunlei) ࢁຊ݈ଠ َίʔε
QVMTFTGPSDPMPSNBSLJOH Direct femtosecond laser surface nano/microstructuring and its applications (Laser Photonics Reviews 2013: Vorobyev, Anatoliy Y and Guo, Chunlei) ઌߦݚڀͱൺͯͲ͕͍͜͢͝ʁ ٕज़ख๏ͷΩϞͲ͜ʁ Ͳ͏ͬͯ༗ޮͩͱݕূͨ͠ʁ ٞ͋Δʁ ࢁຊ݈ଠ َίʔε
ٞ͋Δʁ ͳͥଟ͘ͷ߹ɼ̎࣠ʹ͚ͨޙ$$%ʹೖΕΔޫ࿏Λ࡞Δͷ ͔ʁ ࣍ʹಡΉ͖จʁ -BTFSJOEVDFEQFSJPEJDTVSGBDFTUSVDUVSFTBTDJFOUJpD FWFSHSFFO Controlled nanostructrures formation by ultra fast laser pulses for color marking (Optics express 2010, Dusser, Benjamin and Sagan, Z and Soder, Herv{\'e} and Faure, Nicolas and Colombier, Jean-Philippe and Jourlin, Michel and Audouard, Eric) ࢁຊ݈ଠ َίʔε
Ͳ͏ͬͯ༗ޮͩͱݕূͨ͠ʁ ࣮ࡍʹ࡞ͬͨͷͷ4&.ͱ৭ݕূ ٞ͋Δʁ ϙϦϚʔͬͯ̏࣍ݩͷղܾͲΕ͘Β͍خ͍͠ͷ͔Α ͘Θ͔Μͳ͍ ࣍ʹಡΉ͖จʁ &MFDUSJDBMMZBOEFMFDUSPIZESPEZOBNJDBMMZESJWFOQIBTF USBOTJUJPOBOETUSVDUVSBMDPMPSTXJUDIJOHPGPMJHPNFS UFUIFSFE%DPMMPJE Generation of bioinspired structural colors via two-photon polymerization (Scientific reports 2017, Zyla, Gordon and Kovalev, Alexander and Grafen, Markus and Gurevich, Evgeny L and Esen, Cemal and Ostendorf, Andreas and Gorb, Stanislav) ࢁຊ݈ଠ َίʔε
࣮ࡍʹ͔͚ΔిѹͳͲΛม͑ͨΓͯ͠ɼ݁ՌΛݟͨΓ ٞ͋Δʁ ͲΕ͘Β͍ࣗ༝ߴ͍ͷͩΖ͏͔ ࣍ʹಡΉ͖จʁ 1SPHSBNNJOH/BOPQBSUJDMFTJO.VMUJTDBMF0QUJDBMMZ .PEVMBUFE"TTFNCMZBOE1IBTF4XJUDIJOHPG4JMJDPO /BOPQBSUJDMF"SSBZ Electrically and electrohydrodynamically driven phase transition and structural color switching of oligomer tethered 2D colloid (RSC Advances 2018, Masud, Aurangzeb Rashid and Hong, Seung-Ho and Shen, Tian-Zi and Shahzad, Amir and Song, Jang-Kun) ࢁຊ݈ଠ َίʔε
࣮ࡍʹ࡞ͬͯ4&.ؚΊܭଌ ٞ͋Δʁ ੩తʹʁҐ૬ม͑ΕΔͱͲ͏خ͍͠ͷ͔ ࣍ʹಡΉ͖จʁ -BTFS*OEVDFE(SBQIFOFCZ.VMUJQMF-BTJOH5PXBSE &MFDUSPOJDTPO$MPUI 1BQFS BOE'PPE Programming Nanoparticles in Multiscale: Optically Modulated Assembly and Phase Switching of Silicon Nanoparticle Array (ACS nano 2018, Wang, Letian and Rho, Yoonsoo and Shou, Wan and Hong, Sukjoon and Kato, Kimihiko and Eliceiri, Matthew and Shi, Meng and Grigoropoulos, Costas P and Pan, Heng and Carraro, Carlo and others) ࢁຊ݈ଠ َίʔε
ٞ͋Δʁ άϥϑΣϯΛ৯ʹࠁΊΔͱԿ͕خ͍͠ͷ͔ ৯ͷ੍ͲΕ͘Β͍͋Δͷ͔ ࣍ʹಡΉ͖จʁ )PMPHSBQIJD3FTPOBOU-BTFS1SJOUJOHPGNFUBTVSGBDFTVTJOH QMBTNPOJDUFNQMBUF Laser-Induced Graphene by Multiple Lasing: Toward Electronics on Cloth, Paper, and Food (ACS nano 2018, Chyan, Yieu and Ye, Ruquan and Li, Yilun and Singh, Swatantra Pratap and Arnusch, Christopher J and Tour, James M) ࢁຊ݈ଠ َίʔε
ٞ͋Δʁ ͜Ε͕Ͱ͖ΔͱԿ͕خ͍͠ͷ͔Α͘Θ͔Βͳ͔ͬͨ ࣍ʹಡΉ͖จʁ -JHIU*OEVDFE5VOJOHBOE3FDPOpHVSBUJPOPG/BOPQIPUPOJD 4USVDUVSFT Holographic Resonant Laser Printing of metasurfaces using plasmonic template (ACS Photonics 2018, Schultz Carstensen, Marcus and Zhu, Xiaolong and Esther Iyore, Oseze and Mortensen, N Asger and Levy, Uriel and Kristensen, Anders) ࢁຊ݈ଠ َίʔε
and Reconfiguration of Nanophotonic Structures (Laser Photonics Reviews 2017: Makarov, Sergey V and Zalogina, Anastasia S and Tajik, Mohammad and Zuev, Dmitry A and Rybin, Mikhail V and Kuchmizhak, Aleksandr A and Juodkazis, Saulius and Kivshar, Yuri) ઌߦݚڀͱൺͯͲ͕͍͜͢͝ʁ ٕज़ख๏ͷΩϞͲ͜ʁ Ͳ͏ͬͯ༗ޮͩͱݕূͨ͠ʁ ٞ͋Δʁ ࢁຊ݈ଠ َίʔε
ͷݕূ ٞ͋Δʁ ̏࣍ݩܗঢ়Λ͜Μͳʹਖ਼֬ʹ࡞ΔͨΊͷ۩ମతͳख๏ʁʢઆ ໌গͳ͔ͬͨʣ ࣍ʹಡΉ͖จʁ $PNQMFYEFXFUUJOHTDFOBSJPTPGVMUSBUIJOTJMJDPOpMNTGPS MBSHFTDBMFOBOPBSDIJUFDUVSFT Hydrodynamic rotating motion of micromotors from femtosecond laser microfabrication (Sensors and Actuators B: Chemical 2018, Guan, Wei and Lv, Chao and Xu, Yi-Shi and Yu, Yan-Hao and Xia, Hong and Niu, Li-Gang and Liu, Sen and Wang, Gong and Wang, Ying-Shuai and Sun, Hong-Bo) ࢁຊ݈ଠ َίʔε
ٞ͋Δʁ ͬͱΑ͘Θ͔Βͳ͔ͬͨʢಡΉจϛεͬͨʣ ࣍ʹಡΉ͖จʁ 0QUJDBM'JFME&OIBODFNFOUJO"V/BOPQBSUJDMF%FDPSBUFE /BOPSPE"SSBZT1SFQBSFECZ'FNUPTFDPOE-BTFSBOE5IFJS 5VOBCMF4&34 Complex dewetting scenarios of ultrathin silicon films for large-scale nanoarchitectures (Science advances 2017, Naffouti, Meher and Backofen, Rainer and Salvalaglio, Marco and Bottein, Thomas and Lodari, Mario and Voigt, Axel and David, Thomas and Benkouider, Abdelmalek and Fraj, Ibtissem and Favre, Luc and others) ࢁຊ݈ଠ َίʔε
Ͳ͏ͬͯ༗ޮͩͱݕূͨ͠ʁ ࣮ࡍʹϓϩηεΛ௨ͯ͠ɼ4&.ࡱ૾ݕূ ٞ͋Δʁ ۚφϊϩουͷΞϓϦέʔγϣϯͷ͞ ࣍ʹಡΉ͖จʁ 4VQFSIZESPQIPCJDBOEDPMPSGVMDPQQFSTVSGBDFTGBCSJDBUFE CZQJDPTFDPOEMBTFSJOEVDFEQFSJPEJDOBOPTUSVDUVSFT Optical Field Enhancement in Au Nanoparticle-Decorated Nanorod Arrays Prepared by Femtosecond Laser and Their Tunable SERS Applications (ACS applied materials interfaces 2017, Cao, Wei and Jiang, Lan and Hu, Jie and Wang, Andong and Li, Xiaowei and Lu, Yongfeng) ࢁຊ݈ଠ َίʔε
73ͱ͔ίϯϐϡʔλʔήʔϜͷΠϯλϥΫγϣ ϯͱ͔ʹ͑Δ ̎%δϣΠϯτζϨ͕ੜ͡Δ͜ͱ͋Γ VNect: Real-time 3D Human Pose Estimation with a Single RGB Camera ͲΜͳͷʁ ٕज़ख๏ͷΩϞ ઌߦݚڀͱൺͯԿ͕͍͢͝ʁ ٞ͋Δʁ ࣍ʹಡΉ͖จʁ Ͳ͏ͬͯ༗ޮͩͱূ໌ͨ͠ʁ '5." 4*((3"1)`
Ωϯά͕ෆ҆ఆʹͳΔ͕ηάϝϯλಋೖͰରॲՄ ෳͷख͕͍ۙͯ͠ΔͱηάϝϯτෆՄ৴པ GANerated Hands for Real-Time 3D Hand Tracking from Monocular RGB ͲΜͳͷʁ ٕज़ख๏ͷΩϞ ઌߦݚڀͱൺͯԿ͕͍͢͝ʁ ٞ͋Δʁ ࣍ʹಡΉ͖จʁ Ͳ͏ͬͯ༗ޮͩͱূ໌ͨ͠ʁ '5."
Muramatsu University of Tsukuba Pixie Dust Technologies, Inc. [email protected] Chun Wei Ooi University of Tsukuba [email protected] Yoichi Ochiai University of Tsukuba Pixie Dust Technologies, Inc. [email protected] Yuta Itoh University of Tsukuba [email protected] ͲΜͳͷʁ ٕज़ख๏ͷΩϞ ઌߦݚڀͱൺͯԿ͕͍͢͝ʁ Ͳ͏ͬͯ༗ޮͩͱূ໌ͨ͠ʁ ٞ͋Δʁ ࣍ʹಡΉ͖จʁ ϙΠϯτΫϥυϞσϧ͔Β࠶ߏ͞Εͨίϯ ϐϡʔλʔੜϗϩάϥϜΛѻ͏%//̏%܈ ϑΥʔϜΛ̎%σʔλͱͯ͠ॲཧͰ͖Δ %ϐΫηϧΫϥυϞσϧΛ̎%ϗϩάϥϜσʔ λʹม͢Δ$()ϓϩάϥϜͷ࣮ ಛΛऔಘ͢ΔύϥϝʔλʔΛऔΓ͏͜ͱ͕Ͱ ͖ΔͨΊؔ࿈ݚڀͷൺͯωοτϫʔΫʹ͓͍ ͯΔ͔ʹεϖʔεޮ͕ྑ͍ ͍͔ͭ͘ͷ%//ͱೝࣝ݁ՌΛൺֱ ମੵଌఆɺଟࢹɺϐΫηϧΫϥυϞσϧʹ͓ ͚Δදతͳηοτͱൺֱ $()͕ϑϧ)%ͰͰ͔͍ ϗϩάϥϜαΠζΛѹॖͨ͠ '5."
the Wild Tuanfeng Y. Wang Tobias Ritschel Niloy J. Mitra University College London, UK '5." ͲΜͳͷʁ ٕज़ख๏ͷΩϞ ઌߦݚڀͱൺͯԿ͕͍͢͝ʁ Ͳ͏ͬͯ༗ޮͩͱূ໌ͨ͠ʁ ٞ͋Δʁ ࣍ʹಡΉ͖จʁ ωοτ্ͷը૾Λར༻ͨ̎͠%Πϝʔδը૾ͷর ໌ɺܗঢ়ɺࡐྉͷૢ࡞ɹࣹͷ࠷దԽ Ԡ༻ͯ͠ը໘ʹ৽͘͠ҜࢠΛग़ͤͨΓ͢Δ ಉ͡র໌ͷԼʹ͋Δ༷ʑͳૉࡐͷը૾ͱҧ͏র໌ ͷԼʹ͋Δಉ͡ૉࡐͷը૾Λ༻߹ը૾Ͱ܇ ࿅͞ΕͨχϡʔϥϧωοτϫʔΫͷ࠷దԽ ωοτͷը૾Λ༻͍ͯ͠Δ ಉ༷ͷख๏ͱϢʔβʔελσΟͰຬΛൺֱ͠ ͨ ͍෦ͷը૾͏ͱޡ͕ࠩग़͍͢ ೖྗଌఆͷαϯϓϧ͕ݶΒΕ͍ͯΔͱর໌ͷ ݟੵΓࣗମ͕ෆࣗવʹݟ͑Δ͜ͱ͕͋Δɹɹɹɹɹ ΦϒδΣΫτ͕ۙ͗͢ΔͱมͳӨ͕ग़Δ
and Archiving Mose Sakashita University of Tsukuba [email protected] Kenta Suzuki University of Tsukuba [email protected] Keisuke Kawahara University of Tsukuba [email protected] Kazuki Takazawa University of Tsukuba [email protected] Yoichi Ochiai University of Tsukuba [email protected] ͲΜͳͷʁ ٕज़ख๏ͷΩϞ ઌߦݚڀͱൺͯԿ͕͍͢͝ʁ ٞ͋Δʁ Ͳ͏ͬͯ༗ޮͩͱূ໌ͨ͠ʁ ࣍ʹಡΉ͖จʁ μϯεͷಈ͖ΛΧϝϥΛ༻͍ͯ̏%తʹΩϟϓνϟ ͠Ұఆͷςϯϙ͝ͱʹਓؒͷಈ͖Λ༗ܗͷਓܗΛ ༻͍ͯදݱɹμϯεͷֶशʹཱͯΔ ΩωΫτΧϝϥΛ֤ͬͯؔઅͷYɺZɺ[ࡾ࣍ݩ ۭؒతҐஔΛऔಘ ̏%ϓϦϯλʔͷग़ྗΛਓؒͷಈ͖Λ٬؍తʹଊ ͑Δ͜ͱʹར༻ֶ͠शʹཱͯͨ ಈ͖ͱςϯϙͷؔੑΛར༻ ࣮ࡍʹग़ྗͯ͠ΈͨΒͰ͖ͨ ʢϙελʔ͔͠ݟ͔ͭΒͳ͔͔ͬͨΒ͜͜Α͘Θ ͔Β͵ɺɺʣ '5." 4*((3"1) μϯεͷಈ͖ෳࡶ͔ͩΒԻָͷςϯϙͱಈ͖ͷ ৼΓ͚ͷؔੑΛར༻ͨ͠ 3D skeleton-based human action classification: A survey ͳΜ͚ͩͲ༗ྉͰಡΊͳ͍ɺͭΒ͍
Ritschel 2 , Mario Fritz 11 Max Planck Institute for Informatics, Saarland Informatics Campus 2 University College London ͲΜͳͷʁ ٕज़ख๏ͷΩϞ Ͳ͏ͬͯ༗ޮͩͱূ໌ͨ͠ʁ ٞ͋Δʁ ࣍ʹಡΉ͖จʁ '5." ࣹর໌ύϥϝʔλΛநग़͢ΔͷͰͳ͘֎ ؍Λදݱ͢ΔσΟʔϓχϡʔϥϧωοτϫʔ ΫͰॊೈʹ֎؍Λදݱ͍ͨ͠ ϐΫηϧϕʔεͷϨϯμϦϯάɺ࠶ߏΛ༻͠ ͳ͍͜ͱʹΑͬͯૉࡐΛॊೈʹදݱ͢Δ͜ͱ͕Ͱ ͖Δ ֎؍ͦͷͷΛදݱ͍ͯ͠ΔͷͰૉࡐʹؔͯ͠ ༰ ϚςϦΞϧΛॏࢹ ؔ࿈ݚڀͰ༻ͨ͠ωοτϫʔΫͱग़ྗ݁ՌΛൺ ֱ ϋΠϥΠτͳͲ͕େ͖͘ग़ͣࣗવͩͬͨ র໌ͱࣹͷಠ੍ཱͨ͠ޚΛՄೳʹͯ͠ ΑΓྑ͍ૉࡐͷฤूʹཱ͍ͯͨ ܇࿅͞ΕͨΞʔςΟετͷΑ͏ʹ৽͍͠ૉࡐΛͬ ͨΒͲ͏ͳΔ͔Θ͔ΔΑ͏ʹ͍ͨ͠ Lake, B.M., Ullman, T.D., Tenenbaum, J.B., Gershman, S.J.: Building machines that learn and think like people. Behavioral and Brain Sci. 40 (2017)
Artificial Intelligence ˌ'5." Natsumi Kato* University of Tsukuba Hiroyuki Osone* University of Tsukuba Daitetsu Sato University of Tsukuba Naoya Muramatsu University of Tsukuba Yoichi Ochiai University of Tsukuba University of Tsukuba Hiroyuki Osone* University of Tsukuba Daitetsu Sato University of Tsukuba Naoya Muramatsu University of Tsukuba Yoichi Ochiai University of Tsukuba ͲΜͳͷʁ %$("/Λ༻ֶ͍ͯशͤͨ͞ϒϥϯυͷ༸ͷը ૾σʔλ͔ΒಛΛֶश͠ͷΠϝʔδΛੜɺ ύλʔφʔ͕ͦΕΛͱʹΛσβΠϯ͢Δਓؒ ͱਓೳͷ༥߹తΫϦΤΠςΟϒ ٞ͋Δʁ Ͳ͏ͬͯ༗ޮͩͱূ໌ͨ͠ʁ "NB[POͷϓϩδΣΫτΈ͍ͨʹػց͚ͩͰΖ ͏ͱ͢Δͱͩͱ·ͩணΒΕΔʹͳΒͳ͍ ϚςϦΞϧʢૉࡐʣಛͷ࠶ݱʹͱͬͯେ ݩͷΑΓϒϥϯυͬΆ͍ͱ͍͏ධՁग़ͨ աڈʹϚʔέοτʹग़ͨϒϥϯυͷͱଞͷϒ ϥϯυͷͱ͜ͷݚڀͰੜͨ͠ΛൺͯͲΕ ͕ϒϥϯυͩͱࢥ͏͔ϢʔβʔελσΟ Alec Radford, Luke Metz, and Soumith Chintala. 2015. Unsupervised representation learning with deep convolutional generative adversarial networks. ٕज़ख๏ͷΩϞ ("/ͷߏʹ%//Λద༻ͨ͠%$("/Λ༻͍ͯ ੜͨ͠ͷΠϝʔδը૾ʹج͖ͮύλʔφʔʢਓ ؒʣ͕ͷύλʔϯΛੜ͢Δ ઌߦݚڀͱൺͯԿ͕͍͢͝ʁ ਓؒΛੜͷաఔʹಥͬࠐΉ͜ͱͰ࣮ࡍʹணΒΕ ΔΛ࡞ΕΔ ࣍ʹಡΉ͖จʁ େޭଠ /*14
Yanghua Jin School of Computer Science Fudan University [email protected] Jiakai Zhang School of Computer Science Carnegie Mellon University [email protected] Minjun Li School of Computer Science Fudan Univerisity Yingtao Tian Department of Computer Science Stony Brook University Huachun Zhu School of Mathematics Fudan Univerisity [email protected][email protected][email protected] Zhihao Fang Department of Architecture Tongji Univerisity [email protected] ˌ'5." ͲΜͳͷʁ ٕज़ख๏ͷΩϞ ઌߦݚڀͱൺͯԿ͕͍͢͝ʁ ٞ͋Δʁ Ͳ͏ͬͯ༗ޮͩͱূ໌ͨ͠ʁ ࣍ʹಡΉ͖จʁ ΞχϝΩϟϥͷإը૾σʔληοτʹಛԽͨ͠ ("/ͷ܇࿅ํ๏ͷఏএ ࣗͷΧελϜΩϟϥΛ࡞Γ͍ͨ దͳ("/Ϟσϧ͔Βநग़ͨ͠ΫϦʔϯͳσʔ ληοτ ઌߦݚڀղ૾͕͔ͬͨΓ΅͚Δ ͦΕʹൺͯΫϦʔϯͳը૾ੜ ղ૾·ͩ·ͩվળͷ༨͋Γ τϨʔχϯάσʔλͷϥϕϧ͕͍͠߹ͷ γφϦΦΛߟ͑ෆ҆ఆͰ͋Δ߹ͷόΠΞεʹܨ ͛Δ ࣮ࡍʹग़ྗ େޭଠ "SYJW
ˌ'5." Emily Denton∗ Dept. of Computer Science Courant Institute New York University Soumith Chintala∗ Arthur Szlam Rob Fergus Facebook AI Research New York ͲΜͳͷʁ ٕज़ख๏ͷΩϞ ઌߦݚڀͱൺͯԿ͕͍͢͝ʁ ٞ͋Δʁ Ͳ͏ͬͯ༗ޮͩͱূ໌ͨ͠ʁ ࣍ʹಡΉ͖จʁ ࣗવը૾ͷߴ࣭αϯϓϧΛ࡞͢Δ͜ͱͷͰ͖ ΔੜϞσϧ ը૾ͷߏΛΑΓଚॏ͢ΔͨΊʹ("/ͷख๏Λ มߋ࣭͠తʹ༏ΕͨαϯϓϧΛੜ ͖݅("/ϞσϧͷܗࣜΛར༻ ੜ͞ΕΔαϯϓϧͷ࣭͕ߴ͍ ࣮ࡍʹग़ྗ͠ϢʔβʔελσΟ ϚϧνεέʔϧߏଞͷݚڀͷΞϓϩʔνʹԸ ܙΛ༩͑ΔՄೳੑ͕͋Δ େޭଠ "SYJW
ੜը૾ͱݱ࣮ͱͷဃΛ།Ұͷ࠷దԽରͱ͢ Δ ΑΓਂ͍ωοτϫʔΫΛ༻͢Δ ୯७ʹղ૾͕ߴ͍ ൣғͷ.04ςετΛద༻ͨ݁͠Ռ࠷৽ͷؔ࿈ ख๏ʹΑΔ࠶ߏΑΓݱ࣮తͳ࠶ߏͰ͋ͬͨ ैདྷͷ14/3ʹযΛͯͨը૾ղ૾ʹݶք ͕͋Δ ͪ͜Βͷख๏ͷํ͕ݱ࣮త Photo-Realistic Single Image Super- Resolution Using a Generative Adversarial Network Christian Ledig, Lucas Theis, Ferenc Husza ́r, Jose Caballero, Andrew Cunningham, Alejandro Acosta, Andrew Aitken, Alykhan Tejani, Johannes Totz, Zehan Wang, Wenzhe Shi "SYJW
ਓؒίʔε ͲΜͳͷ ഔମͷࢄཚ͓ΑͼٵऩʹΑͬͯྼԽͤͨ͞ ਫதͰั֫͞Εͨը૾Λ্ͤ͞Δٕज़ ઌߦݚڀͱൺͯͲ͕͍͜͢͝ ಛघͳϋʔυΣΞਫதͷঢ়گγʔϯ ͷߏʹؔ͢ΔࣝΛඞཁͱ͠ͳ͍ ٕज़ख๏ͷΩϞͲ͜ ΠϝʔδΞϓϩʔν͚ͩΛ͏ Ͳ͏ͬͯ༗ޮͩͱݕূͨ͠ طଘͷಛघͳਫதम෮ڧԽٕ๏ͱൺֱ͢Δ ٞ͋Δ ʁ ৭͕શʹ෮ݩ͞ΕΔͱݴ͑ͳ͍ɻ ಛʹΧϝϥ͔Βԕ͍ྖҬͰɺ ಶΓ·͍ͨͬͯΔɻ ࣍ʹಡΉ͖จ Green Internet of Things for Smart World
Dictionary Learning for Image Set Based Face Recognition Jiwen Lu, Gang Wang, Weihong Deng, and Jie Zhou إը૾͔ΒͷࣝผใΛஈ֊ͷֶशखॱͰڞಉ ར༻͢Δ͜ͱ͕Ͱ͖ΔΑ͏ʹɺະͷإըૉ͔Β หผతʹಛͱࣙॻΛಉ࣌ʹֶश͢Δ4'%-ख๏ ͦΕͧΕͷը૾ϑϨʔϜΛࣝผతͳಛ෦ۭؒ ʹӨ͠ɺΑΓ۩ମతͳใΛநग़Ͱ͖ΔΑ͏ʹ Ϋϥεݻ༗ͷࣙॻͰͦΕΛූ߸Խ͢Δ ։ൃͨ͠4'%-ͱ%4'%-࠷৽ͷը૾σʔληο τͰɺ΄ͱΜͲͷطଘͷإࣝผํ๏ΑΓߴਫ਼ 0OUIF)POEBɺ.P#Pɺ͓Αͼ:5$σʔληοτΛ ༻͍ͯϥϯμϜͳτϨʔχϯάͱςετηοτΛબ ͯ͠ճ࣮ݧΛߦ͍ɺฏۉࣝผΛܭࢉͯ͠ൺֱ [5] H. Cevikalp and B. Triggs. Face recognition based on image sets. In CVPR, pages 2567–2573, 2010. [9] Y.-C. Chen, V. M. Patel, P. J. Phillips, and R. Chellappa. Dictionarybased face recognition from video. In ECCV, pages 766–779, 2012. [10] Y.-C. Chen, V. M. Patel, P. J. Phillips, and R. Chellappa. Dictionarybased face and person recognition from unconstrained video. IEEE Access, 3(3):1783–1798, 2015. [25] Y. Hu, A. S. Mian, and R. Owens. Face recognition using sparse approximated nearest points between image sets. PAMI, 34(10):1992– 2004, 2012. [41] Z. Lei, M. Pietikainen, and S. Z. Li. Learning discriminant face descriptor. TPAMI, 36(2):289–302, 2014.
Patel1, P. Jonathon Phillips2, and Rama Chellappa1 Dictionary-based Face Recognition from Video &$$7 ϏσΦϕʔεͷإೝࣝͷͨΊ ͷϏσΦࣙॻͷఏҊ ࠓޙɺө૾͔ΒͷೝࣝͷͨΊʹإ ͱମͷ྆ํͷใΛޮՌతʹ༥ ߹͢ΔΞϧΰϦζϜͷ։ൃ ಉ͡ඃࣸମͷෳͷϏσΦγʔέϯεɺղ૾ɺ র໌ɺ࢟ɺ͓ΑͼදͷมԽΛݟΔ͜ͱ͕Ͱ͖ɺ ޮՌతͳإೝࣝΞϧΰϦζϜઃܭʹߩݙ র࢟ͷมԽʹڧ͍ࣙॻֶश๏ʹجͮ͘ ੜΞϓϩʔν ̏ͭͷϏσΦσʔληοτΛ༻͍ͨϥϯ μϜͳςετΛࢼߦͨ͠
, Toshiki Kataoka1 , Masanori Koyama2 , Yuichi Yoshida 1 Preferred Networks, Inc. 2 Ritsumeikan University 3 National Institute of Informatics ͲΜͳͷʁ ઌߦݚڀͱൺͯͲ͕͍͜͢͝ʁ ٕज़ख๏ͷΩϞͲ͜ʁ ٞ͋Δʁ ࣍ʹಡΉ͖จʁ ("/ͷֶशΛ҆ఆͤ͞ΔͨΊɼॏΈΛTQFDUSBM OPSNBMJ[BUJPOͨ͠ɽ ϋΠύʔύϥϝʔλͱͯ͠ɼϦϓγοπఆΛௐ͢ Δ͚ͩͰྑ͘ͳͬͨɽ·ͨɼௐ͠ͳͯ͘ྑ͍ੑೳ ͕ग़Δɽܭࢉίετখ͍͞ɽ ϨΠϠʔ͝ͱͷॏΈͷεϖΫτϧϊϧϜΛਖ਼نԽ͢Δ͜ͱͰɼ ϨΠϠʔ͝ͱͱɼϨΠϠʔશମͷϦϓγοπ੍ΛͰ͑Β ΕΔɽ Ͳ͏ͬͯ༗ޮͩͱݕূͨ͠ʁ $*'"3ͱ45-ɼ*NBHF/FUͰը૾ੜɽଞͷਖ਼نԽख๏ ͱൺͯੑೳΛൺֱɽ 8FJHIUOPSNBMJ[BUJPOΑΓ΄Ͳ͍ɽ Tim Salimans and Diederik P Kingma. Weight normalization: A simple reparameterization to accelerate train-ing of deep neural networks. In NIPS, pp. 901–909, 2016. େીࠜ ਓؒίʔε
by Means of Electrical Muscle Stimulation (CHI 2017) Pedro Lopes, Sijing You,Lung-Pan Cheng, Sebastian Marwecki, and Patric Baudisch &.4Λͬͯ73ۭؒͷนॏ͍ͷʹର͢Δ৮֮Λ ఏࣔͨ͠ɻ ൺֱతʹ͍ܰΣΞϥϒϧͳஔͰͷॏ͍ͷͱนͷ ৮֮ఏࣔʹޭͨ͠ɻ &.4ͷ༻ɻʹిۃΛऔΓ͚৮֮Λ࠶ݱ͠ɺے ͷ৳ͼॖΈΛίϯτϩʔϧ͢Δ͜ͱͰॏ͞Λ࠶ݱ͢Δɻ ·ͨίϯςϯπͰͷԻࢹ֮ޮՌ৮֮ϑΟʔυόο ΫΛॿ͢Δɻ σϞΛ࡞͠ɺԿਓ͔ʹମݧͯ͠Β͍ϑΟʔυόο ΫΛಘͨɻ ߗ͍นͷ࠶ݱ͕͘͠ɺ࣌ؒ͋Δ͍ڧ͘นΛԡ͢ ͱ&.4͔Βͷిؾ৴߸͕ҙࣝͰ͖ͯ͠·͍ϦΞϦςΟ ͕ബΕΔɻ Mahdi Azmandian, Mark Hancock, Hrvoje Benko, Eyal Ofek, and Andrew D. Wilson. Haptic Retargeting: Dynamic Repurposing of Passive Haptics for Enhanced Virtual Reality Experiences. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (CHI '16), 1968-1979. 201813567 দӬঘ೭ #FTMA18 (ਓؒ) ͲΜͳͷʁ Ͳ͏ͬͯ༗ޮͩͱݕূͨ͠ʁ ઌߦݚڀͱൺͯͲ͕͍͜͢͝ʁ ٞ͋Δʁ ٕज़ख๏ͷΩϞͲ͜ʁ ࣍ʹಡΉ͖จʁ
Cheng, Thijs Roumen, Hannes Rabtzsch, Sven Kohler,Patric Schmidt, Robert Kovacs, Johannes Jasper,Johans Kemper, and Patric Bausch 5VSL%FDLͱ͍͏Ϣʔβͷ73Ͱͷײ֮Λิॿ͢Δγ εςϜɻ༗ݶͷ࣮ۭؒʹ͓͍ͯҙͷ͞ͷϰΝʔνϟ ϧۭؒΛੜ͢Δ͜ͱ͕Ͱ͖ΔɻϰΝʔνϟϧ্ۭؒ ͷখΛݱ࣮ۭؒͰରԠͤ͞Δɻ·ͨ͜ͷγεςϜͷ ࣮ݱʹ͍ΘΏΔਓؒΞΫνϡΤʔλΛ༻͍ͯ͠Δɻ Demo: An Inexpensive and Lightweight Mechanical Exoskelton for Motion Capture and Force Feedback in VR(CHI ‘16) 9JBPDIJ(V :JGFJ;IBOH 4FJ[F4VO :VBO[IF#JBO %BP;IPV 1FS0MB,SJTUFOTTPO ܰྔͰίϯύΫτͳ৮֮ϑΟʔυόοΫσόΠεͷ࡞ ɻखʹϰΝʔνϟϧ্ۭؒʹ͓͚Δ৮֮ఏࣔͷͨΊ ͷػցతͳ֎ࠎ֨Λ͚ͭΔɻ͜ͷ֎ࠎ֨ܰ͘ɺ҆Ձ ͰηϯαͳͲͷ֎෦σόΠεΛඞཁͱ͠ͳ͍ͷͰ࣮ ίετ͕͍͜ͱ͕རʹ͋͛ΒΕΔɻ 201813567 দӬঘ೭ #FTMA18 (ਓؒ)
Muscle Simulation for Facial Animation in Kong: Skull Island 6,**5$3+d մָͶخͰ͏ͱاࠐ֪Ώ۔Νε ϝϣϪʖεϥϱϠυϩΝࡠͤΖɽ ॊཔΠωϟʖεϥϱͲͺࡋ͖͏اන Νනͤ͞ͳ͗Ͳ͘͵͚ɼΏΖͳ͵ͮͱα ηφ͖͖ΖࡠۂͲ͍ͮͪ͗ɼך͑͵ ʹࡋ͖͏ಊ͗͘Ͳ͘Ζɽಊ͵ʹΫϡϕ οϡͳΕͶ͚͏ଲেΝਜ਼֮Ͷ࠸ݳͤΖ͞ ͳ͗Ͳ͘Ζɽ ۔Ώࠐ֪ಊ͘ΝմָదͶߡ͓ͱε ϝϣϪʖεϥϱͤΖघ๑ Automatic Generation of Anatomical Face Simulation Models Art-directed Muscle Simulation for High- end Facial Animation ॊཔΠωϟʖεϥϱͳർ΄ͱɼࡋ͖͵ಊ ͗͘࠸ݳͲ͘ͱ͏ͪɽࣰࡏͶKongΠω ϟʖεϥϱࣙષ͗͠ভ͓ͪɽ Matthew Cong, Lana Lan, Ronald Fedkiw
Computer. ࡾ֯ଌྔʹجͮ͘ϞʔϑΟϯάɺϝογϡϫʔϐϯάɺϑΟʔϧυϞʔϑΟϯάʹ͍ͭͯͷௐࠪɽ Leon A Gatys, Alexander S Ecker, and Matthias Bethge. 2015. A neural algorithm of artistic style. ίϯςϯπը૾ͱελΠϧը૾Λ༻ҙ͠ɼίϯςϯπը૾ʹඳ͔Ε͍ͯΔͷΛελΠϧը૾෩ʹม͢Δɽ ֶशࡁΈͷը૾ೝࣝϞσϧΛ༻͍ɼελΠϧߦྻΛੜ͠ͱͷೖྗը૾Λ࠷దԽ͢Δɽ Bumsub Ham, Minsu Cho, Cordelia Schmid, and Jean Ponce. 2016. Proposal flow. In Proc. CVPR. ηϚϯςΟοΫϑϩʔಉ͡ΦϒδΣΫτ͔ಉ͡γʔϯͰͷମͷରԠΛݟ͚ͭΔ͜ͱ͕ग़དྷ͕ͨɼҟͳΔΫϥεͷ ΦϒδΣΫτγʔϯ͕େ͖͘ҟͳΔ߹্ख͍͔͘ͳ͔ͬͨɽηϚϯςΟοΫϑϩʔΛվྑͯ͠ϕϯνϚʔΫͰ ࠷ߴਫ४ͷ݁ՌΛಘͨɽ Xun Huang and Serge Belongie. 2017. Arbitrary style transfer in real-time with adaptive instance normalization. (BUFTFUBMͷը૾ελΠϧม͍ɽ·ͨɼϦΞϧλΠϜʹग़དྷΔͷ͕͋Δ͕ɼελΠϧ͕ݶΒΕ͍ͯΔɽզʑ ɼϦΞϧλΠϜʹҙͷελΠϧΛద༻Ͱ͖Δख๏ΛఏҊ͢ΔɽίϯςϯπͷฏۉͱࢄΛελΠϧͷฏۉͱࢄ ʹ߹ΘͤΔ৽͍͠"EBQUJWF*OTUBODF/PSNBMJ[BUJPOΛ༻͍࣮ͯݱͨ͠ɽ Alex Krizhevsky, Ilya Sutskever, and Geoffrey E Hinton. 2012. Imagenet classification with deep convolutional neural networks. In Advances in neural information processing systems. $//Λ༻͍ͯ*NBHF/FUͷը૾ೝࣝλεΫͰ࠷ߴਫ४ͷ݁ՌΛಘͨɽυϩοϓΞτ͕աֶशʹର͢ΔඇৗʹޮՌత ͳख๏Ͱ͋Δ͜ͱ͕Θ͔ͬͨɽ 201813558 ాҏ৫ #2 (ਓؒίʔε)
Research Questions - CHI2012 Majken K. Rasmussen, Esben W. Pedersen, Marianne G. Petersen, Kasper Hornbaek (Aarhus School of Architecture, Univ. of Copenhagen, Aarhus Univ.) "CTU *OUSPEVDUJPO $PODMVTJPO ܗঢ়มԽΠϯλʔϑΣʔεͷମܥతͳੳɻܗঢ়มߋΠϯλʔϑΣʔεʹؔ͢Δطଘͷ࡞ۀͷྫΛݕ౼͢Δɻػೳ తٴͼշָతͳઃܭతʹཱ༷ͭʑͳํ๏Ͱมܗ͞ΕͨͭͷλΠϓͷܗঢ়Λಛఆ͢Δɻ B ͲͷΑ͏ͳઃܭ తͰܗঢ়มԽΠϯλʔϑΣʔεΛ༻͢Δ͔ C σβΠϯۭؒͷͲͷ෦͕Α͘ཧղ͞Ε͍ͯͳ͍͔ D ܗঢ়มԽΛ ͏ϢʔβʔମݧΛݚڀ͢Δཧ༝Λٞ͢Δ ܗঢ়มԽΠϯλʔϑΣʔεͷಛੑͱɼσδλϧใͱͷΠϯλϥΫγϣϯΛڧԽ͢Δ͜ͱΛࢦ͍ͯ͠Δɻطଘͷ࡞ۀΛࢹʹೖΕɼաখධՁ͞Ε ͨํΛಛఆ͢ΔͨΊʹɼܗঢ়มԽΠϯλʔϑΣʔεͷઃܭۭؒΛௐ͍ࠪͯ͠Δจ΄ͱΜͲͳ͍ɻܗঢ়มԽͷ৺ཧతɼܳज़తද໘ʹ͍ͭͯ΄ ͱΜͲٞ͞Ε͍ͯͳ͍ɻ૬ޓ࡞༻ʹযΛ͋ͯΔ͜ͱ΄ͱΜͲͳ͘ɼ૬ޓ࡞༻ͷϞσϧʹܗঢ়มԽΛؔ࿈͚Δ͜ͱ΄ͱΜͲͳ͍ ܗঢ়มԽΠϯλʔϑΣʔεʹؔ͢ΔͷจΛݕ౼ͨ͠ɻจɼૢ࡞͞ΕΔܗঢ়ͷͲͷଆ໘ ܗঢ়ɼମੵͳͲ ͓Αͼܗঢ়ؒͷม͕ͲͷΑ͏ʹୡ͞Ε ͔ͨʹؔͯ͠ੳ͞Εͨɻܗঢ়มԽͷతɿଟ͘ͷΠϯλʔϑΣʔεใୡΛతͱ͍ͯ͠Δɻܗঢ়มԽ͕ਖ਼֬ͳίϛϡχέʔγϣϯͷͨΊͷྑ͍Ϟμ ϦςΟ͔Ͳ͏͔ͱ͍͏ٙʹ͍͑ͯΔจكɻ͞·͟·ͳλΠϓͷม͕ͲͷΑ͏ʹ༻͞ΕɼͲͷΑ͏ͳޮՌ͕ͨΒ͞ΕΔ͔ΛମܥతʹௐΔ͜ ͱ͕Ͱ͖ͳ͔ͬͨɻͷจϢʔβʔମݧʹ͍ͭͯධՁ͍ͯ͠ΔɻϢʔβʔମݧͷ֓೦Խͱݚڀʹ͓͚Δ࠷৽ͷਐาΛ౿·͑ͯ࡞͞Εͨͷ΄ͱΜ Ͳͳ͍ɻ යࢠҁՖ ਓؒίʔε
Shen, Michiel van de Panne न॒ऩुभء ষଢ଼धૻसथनऒऋघओःء ૼृু১भय़ঔ नअृढथથटधਫ਼खञء ৮मँॊء ઃपഭिसऌધमء औोञல॑ञघऩঔش३ঙথংজग़ش३ঙ থ॑ঽपেਛघॊऒध॑੧ ਙभਈి৲॑ઞ৷खथؚਂેীऩऌऋਛऔ ो੭ॊऎभ૭ચऩ্১पऽञऋॊ३গঞشॺऔ ोञऌभૐ়॑૭ચपघॊ ৶ऩय़কছॡॱ॔ॽওش३ঙথभਙਈ ి৲प્৲खञ৯ঢ়ਯؚছक़থॻটঅথુী ങষഔిૢقCMAك॑ઞ৷ ऌभਙ॑घॊञीभওॺজॵॡधखथಉ खऎిखथःॊधੴैोथःॊএش६థ๚ਙওॺজॵॡ भઞ৷ ્भৎਡद્भय़شইঞشपਊञॊऩनؚడഡप৺औ ोञঔش३ঙথमؚਙ॑ਈి৲घॊञीभী૬ऋै ोथउॉ્भ৺॑ञघऒधऋपऩॊ BORNO, M. A., DE LASA, M., AND HERTZMANN, A. 2013. Trajectory optimization for full-body movements with complex contacts. IEEE Trans. Visualization and Computer Graphics. in press. 201511520 ൝མ(য॥ش५) 6&$·
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