Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
CVPR2017勉強会: 3D点群の取り扱い
Search
Keisuke OGAKI
June 26, 2017
Research
0
270
CVPR2017勉強会: 3D点群の取り扱い
コンピュータビジョン分野のトップカンファレンスCVPR 2017の論文のうち、3D点群に関するものをいくつかピックアップしました
Keisuke OGAKI
June 26, 2017
Tweet
Share
More Decks by Keisuke OGAKI
See All by Keisuke OGAKI
アクセント学: "エムスリー"のアクセントは-3型なのか平板型なのかの謎に迫る
hiking
0
14
Slackの絵文字サジェストを機械学習でリバースエンジニアリング
hiking
0
2.4k
gokart Feature Proposal: ConditionalSignificantParameter
hiking
0
130
Gokart Feature Discussion: What's read_environ()
hiking
0
110
画像から撮影場所を当てる話 ~ 理論的背景 & どこが〇〇区らしいか ~
hiking
0
230
KDD2021読み会
hiking
0
94
SIGIR2021読み会
hiking
0
190
臨床AIイントロダクション
hiking
0
4.9k
アンケートと組み合わせて 説明可能なログ分析を行う
hiking
3
2.6k
Other Decks in Research
See All in Research
ip71_contraflow_reconfiguration
stkmsd
0
110
Mechanistic Interpretability:解釈可能性研究の新たな潮流
koshiro_aoki
1
490
論文読み会 SNLP2025 Learning Dynamics of LLM Finetuning. In: ICLR 2025
s_mizuki_nlp
0
290
言語モデルの地図:確率分布と情報幾何による類似性の可視化
shimosan
8
1.9k
[論文紹介] Intuitive Fine-Tuning
ryou0634
0
130
Sat2City:3D City Generation from A Single Satellite Image with Cascaded Latent Diffusion
satai
3
160
HoliTracer:Holistic Vectorization of Geographic Objects from Large-Size Remote Sensing Imagery
satai
3
150
Submeter-level land cover mapping of Japan
satai
3
440
カスタマーサクセスの視点からAWS Summitの展示を考える~製品開発で活用できる勘所~
masakiokuda
2
210
GPUを利用したStein Particle Filterによる点群6自由度モンテカルロSLAM
takuminakao
0
420
Mamba-in-Mamba: Centralized Mamba-Cross-Scan in Tokenized Mamba Model for Hyperspectral Image Classification
satai
3
130
PhD Defense 2025: Visual Understanding of Human Hands in Interactions
tkhkaeio
1
270
Featured
See All Featured
How to Ace a Technical Interview
jacobian
280
24k
Put a Button on it: Removing Barriers to Going Fast.
kastner
60
4k
Gamification - CAS2011
davidbonilla
81
5.5k
Leading Effective Engineering Teams in the AI Era
addyosmani
7
640
Mobile First: as difficult as doing things right
swwweet
225
10k
KATA
mclloyd
PRO
32
15k
We Have a Design System, Now What?
morganepeng
53
7.8k
How STYLIGHT went responsive
nonsquared
100
5.9k
Music & Morning Musume
bryan
46
6.9k
What's in a price? How to price your products and services
michaelherold
246
12k
Building Adaptive Systems
keathley
44
2.8k
Fantastic passwords and where to find them - at NoRuKo
philnash
52
3.5k
Transcript
%܈ͷऔѻ͍ $713ษڧձ େ֞ܚհ
"1PJOU4FU(FOFSBUJPO/FUXPSLGPS %0CKFDU3FDPOTUSVDUJPOGSPNB4JOHMF*NBHF ୯؟Point Cloudਪఆ ઃఆ Ұຕը૾͔Βɺ1PJOU$MPVEΛਪఆ͢Δ ΩʔΞΠσΞ ϩεؔΛͲ͏͢Δ͔ HSPVOEUSVUI͔ΒͷαϯϓϦϯάͱɺ
ੜ͞Εͨ1$ͷ܈ಉ࢜ͷڑͱ͢ Δɻ&BSUI.PWFSڑ 8("/ͷͭ Λ͏ ٙɾײ &.ڑྲྀߦͬͯΔɻɻʁͳ͓8("/ ΑΓલͷจ )BPRJBOH'BO )BP4V -FPOJEBT(VJCBT จ'JHΑΓ
"1PJOU4FU(FOFSBUJPO/FUXPSLGPS %0CKFDU3FDPOTUSVDUJPOGSPNB4JOHMF*NBHF $POW &ODPEFS %FDPOW %FDPEFS ͷ͋ͱʹɺ͞Βʹ $POW%FDPOWΛ܁Γฦ͢ࣄʹΑͬͯ(MPCBMͱ-PDBMͳಛΛޮՌత ʹ·ͱΊΒΕΔͱ͍ͯ͠Δ
͞ΒʹMBZFSͷTLJQೖΕͯΔɻϞμϯʈʈ िΛεΩοϓ͢ΔͷೖΕͯΔɻɻɻ͏Կ͕ͳΜΒ
1PJOU/FU%FFQ-FBSOJOHPO1PJOU4FUTGPS%$MBTTJpDBUJPOBOE 4FHNFOUBUJPO ઃఆ ܈Λͦͷ··ೖྗͱͨ͠ಛநग़ #PYFMͱҧͬͯવͱฒΜͰͳ͍ͷͰɺ %$//͕͑ͳ͍ ΩʔΞΠσΞ ֤Λಠཱʹඇઢܗมͨ͠ޙʹNBY QPPMJOHͱΔ͚ͩͰ݁ߏੑೳ͕ग़Δ
w ηάϝϯςʔγϣϯͷͱ͖ͰɺQPPMJOH ͨ݁͠ՌΛݩͷOͷಛʹDPODBU͢ Δ͚ͩͰ0, ٙɾײ άϥϑίϯϘϦϡʔγϣϯͲ͏ͳΜͰ͢ ͔ͶɻXLUL ਫ਼͚ͩͩͱϚϧνϏϡʔ$//͕Ұ൪͍ ͍ͷ͔͊ɻͰ͔֬ʹϚϧνϏϡʔ͕μα ͍ͷΘ͔Δ 3D܈(Point cloud)Λͦͷ··Nx3ͷ࠲ඪྻͱͯ͠ѻ͏ೝࣝ จ'JHΑΓ
1PJOU/FU%FFQ-FBSOJOHPO1PJOU4FUTGPS%$MBTTJpDBUJPOBOE 4FHNFOUBUJPO .7$// ଟࢹ͔Βͷը૾$//ͷ౷߹ ͕Ұ൪ೝࣝਫ਼ߴ͍Μ͚ͩ Ͳɺύϥϝλଟͯ͘ܭࢉ͔͔࣌ؒΔɻ1PJOU/FUਫ਼ेͰ ߴɻ
%FFQ3FJOGPSDFNFOU-FBSOJOHCBTFE*NBHF$BQUJPOJOHXJUI&NCFEEJOH 3FXBSE ઃఆ ैདྷͷ&ODPEFSEFDPEFSͷϞσϧͰɺ XPSECZXPSEͰਪଌͯ͠ΔͷͰɺzจશମ ͕ͦͷը૾ʹ͍͋ͬͯΔ͔zͷධՁ͕ؔೖ Βͳ͍ 4IPXBOEUFMMͷͭ
ΩʔΞΠσΞ จੜΛXPSECZXPSEͷ1PMJDZ/FUXPSL ͱɺจষຖͷ7BMVF/FUXPSLʹΑΔධՁͱ Έͳ͢͜ͱͰɺڧԽֶशͷήʔϜͱશ͘ ಉ͡ઃఆʹͰ͖Δ %FFQ;FO(PΈ͍ͨ ͳͭͶ w ͪͳΈʹ4FR("/ඇৗʹྨࣅͨ͠Ϟ νϕʔγϣϯ จશମͷ%JTDSJNJOBUPSΛ ࡞Δ ٙɾײ ΩϟϓγϣϯੜͷΫΦϦςΟ্͕Γ͢ ͗ɻɻɻࣦഊྫ͕ࣦഊʹݟ͑ͳ͍ 7BMVF/FUͰͲ͏ྑ͘ͳΔ͔ͷ۩ମྫ ͬͱΘ͔Γ͍͢ͷͳ͍ͷ͔ͳ ͓·͚: ΩϟϓγϣϯੜΛڧԽֶशͷϑϨʔϜϫʔΫͰղ͘ (by Snapchatͷதͷਓ) ;IPV3FO 9JBPZV8BOH /JOH;IBOH 9VUBP-W -J+JB-J 1PMJDZ͚ͩͩͱIPMJEJOH্ҐʹͳΒͳ͍ 4-ڭࢣ͋Γ1PMJDZ͚ͩ จ'JHΑΓ จ'JHΑΓ