[ECCV2020 論文読み会] MotionSqueeze: Neural Motion Feature Learning for Video Understanding

ECCV࿦จಡΈձˏશ೔ຊCVษڧձ Motion Squeeze:   Neural Motion Feature Learning for Video
Understanding ླ໦ ஐ೭ @tomoyukun

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঺հ࿦จ 3 ˙ ಈըೝࣝʹ͓͚ΔNPUJPOಛ௃நग़ͷͨΊͷ৽͍͠ϞδϡʔϧͷఏҊ ˙ બΜͩཧ༝ɿ ಈըೝࣝ෼໺ͷڞ௨ೝࣝతͳ՝୊ʹγϯϓϧͳख๏ͰΞϓϩʔν͠ɺ ͔ͬ͠Γੑೳ޲্͕ୡ੒͞Ε͍͔ͯͨΒ &$$7 <1BQFS><1SPKFDU><$PEF>

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1SFWJPVTXPSLT 5 ը૾ೝࣝʹ͓͚Δ %$//ͷ੒ޭ

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8"$7` <> $SBTUP $713` <>

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ਫ਼౓ͱܭࢉίετͷτϨʔυΦϑΛେ෯ʹվળ

.PUJPO4RVFF[F ྡ઀ϑϨʔϜؒͷରԠ͢Δ࠲ඪΛ֬཰஋ͱͯ͠ٻΊͯɺมҟͷظ଴஋ΛͱΔ 14

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ͷۙ๣ύονͷൣғʹ੍ݶ ˙ ԋࢉ਺ '-01T ͸ x p x P × P H × W × C × P2 15 P × P ʜ ஫໨࠲ඪ ஫໨࠲ඪ͔Βͷมҟ ࣌ࠁ

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(BVTTJBOLFSOFM Թ౓ύϥϝʔλ

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ͷϚοϓͱͳΔ ˙ Թ౓ύϥϝʔλͰNFBONBYΛௐ੔ 17 d Թ౓ύϥϝʔλ (BVTTJBOLFSOFM

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Λ֬ೝ w૒ํ޲ͷNPUJPOநग़΋༗ޮ͕ͩɺ ਫ਼౓޲্෯͸େ͖͘ͳ͍ͱͯ͠جຊతʹ͸ GPSXBSEͷΈ࢖༻ BDDVSBDZ

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[ECCV2020 論文読み会] MotionSqueeze: Neural Motion F...

[ECCV2020 論文読み会] MotionSqueeze: Neural Motion Feature Learning for Video Understanding

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ECCV࿦จಡΈձˏશ೔ຊCVษڧձ Motion Squeeze:   Neural Motion Feature Learning for Video

ࣗݾ঺հ ླ໦ஐ೭!UPNPZVLVO ˙ ུྺ wdɿܚጯ੨໦ݚ wdɿ %F/".PCJMJUZ5FDIOPMPHJFT wdɿ$ZCFS"HFOU"*-BC 2 )1ɿIUUQTUPNPZVLVOHJUIVCJPCJPHSBQIZ

঺հ࿦จ 3 ˙ ಈըೝࣝʹ͓͚ΔNPUJPOಛ௃நग़ͷͨΊͷ৽͍͠ϞδϡʔϧͷఏҊ ˙ બΜͩཧ༝ɿ ಈըೝࣝ෼໺ͷڞ௨ೝࣝతͳ՝୊ʹγϯϓϧͳख๏ͰΞϓϩʔν͠ɺ ͔ͬ͠Γੑೳ޲্͕ୡ੒͞Ε͍͔ͯͨΒ &$$7 <1BQFS><1SPKFDU><$PEF>

7JEFPSFDPHOJUJPOVOEFSTUBOEJOH ˙ ಈը͔Βಛఆͷ৘ใΛநग़͢Δ໰୊શൠ ˙ ൚༻తͳಈըೝࣝϞσϧͱͯ͠ͷධՁ͸5SJNNFEBDUJPOSFDPHOJUJPOʹ͓͍ ͯߦΘΕΔ͜ͱ͕ଟ͍ 4 "DUJPOSFDPHOJUJPO ಈըதʹؚ·ΕΔߦಈΫϥεͷ෼ྨ໰୊ "DUJPOMPDBMJ[BUJPO

1SFWJPVTXPSLT 5 ը૾ೝࣝʹ͓͚Δ %$//ͷ੒ޭ

1SFWJPVTXPSLT 6 %$// UFNQPSBMDPOW 5XP4USFBN$// ը૾ೝࣝʹ͓͚Δ %$//ͷ੒ޭ <> <>

5XP4USFBN$// 4JNPOZBO /*14` <> 3(#ೖྗͷ%$//ͱ0QUJDBMqPXTೖྗͷ%$//ͷΞϯαϯϒϧ ˙ ೖྗ࣌఺Ͱݟ͑৘ใ BQQFBSBODF ͱಈ͖৘ใ NPUJPO

%$// UFNQPSBMDPOW ը૾ೝࣝͰ੒ޭͨ͠%DPOWΛ࣌ؒํ޲ʹ֦ு 8 $% 5SBO *$$7` <> 4MPX'BTU 'FJDIUFOIPGFS

1SFWJPVTXPSLT 9 5XP4USFBN$// 5XP4USFBN%$// ը૾ೝࣝʹ͓͚Δ %$//ͷ੒ޭ <> <> <> %$//

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