Papers of the day   All papers

Consistent Video Depth Estimation

Comments

roadrunner01: Consistent Video Depth Estimation pdf: https://arxiv.org/pdf/2004.15021.pdf abs: https://arxiv.org/abs/2004.15021 project page: https://roxanneluo.github.io/Consistent-Video-Depth-Estimation/ video: https://www.youtube.com/watch?v=5Tia2oblJAg https://t.co/gffWLUByEx

7 replies, 1235 likes


Jia-Bin Huang @ #ICLR2020: Check out our #SIGGRAPH2020 paper on Consistent Video Depth Estimation. Our geometrically consistent depth enables cool video effects to a whole new level! Video: https://www.youtube.com/watch?v=5Tia2oblJAg Paper: https://arxiv.org/abs/2004.15021 Project page: http://bit.ly/VidDepth https://t.co/0SX5q42OHs

12 replies, 913 likes


Reza Zadeh: Depth estimation keeps getting better and better. This one: reconstructing dense, geometrically consistent depth for all pixels in a monocular video. Makes for some fun effects. https://arxiv.org/abs/2004.15021 https://t.co/UApS4dFwHA

4 replies, 491 likes


HCI Research: Consistent Video Depth Estimation @siggraph 2020 #SIGGRAPH Paper: https://arxiv.org/abs/2004.15021 Code/Project: https://roxanneluo.github.io/Consistent-Video-Depth-Estimation/ https://t.co/yngNU2Qq8B

2 replies, 364 likes


Xuan Luo: Excited to share our work "Consistent Video Depth Estimation" @siggraph 2020! Checkout our video Joint work with @jbhuang0604, Rick Szeliski, Kevin Matzen and Johannes Kopf. Project: https://roxanneluo.github.io/Consistent-Video-Depth-Estimation/ Video: https://youtu.be/5Tia2oblJAg arXiv: https://arxiv.org/abs/2004.15021 https://t.co/AgvENgdCB6

3 replies, 284 likes


HCI Research: Consistent Video Depth Estimation #SIGGRAPH2020 https://twitter.com/HCI_Research/status/1256081828990996480 https://t.co/aC611WktIl

1 replies, 111 likes


Andrew Davison: Nice multi-view monocular 3D. Not read properly yet, but seems another great example of training a network at test time, rather than forward-passes plus multi-view optimisation. I assume NERF could similarly be used for high quality AR. How do we make all this stuff real-time?

1 replies, 71 likes


Tim Field: Cool effects, but their 4 sec video clip would take your phone 5 days to compute.

1 replies, 45 likes


PatricioGonzalezVivo: So excited to see this video finally out! Early this year I helped making it together with @JPKopf @diosmiodio @oceanquigley

1 replies, 43 likes


Theodore Watson: Wow. This is a huge leap forward for depth from RGB. NN estimated but then feeding back projection errors into the training. Via @UnitZeroOne

1 replies, 28 likes


Big Data and AI Toronto: "Consistent Video Depth Estimation" uses a single video input to generate high quality depth maps https://arxiv.org/abs/2004.15021 CC: @xsteenbrugge @John_O_Really @ericjang11 @hardmaru @SpirosMargaris @DrJDrooghaag @Nicochan33 @sebbourguignon @mvollmer1 @Fabriziobustama #AI #ML #DL https://t.co/crKtvpNg38

0 replies, 15 likes


Noah Snavely: These depth maps look amazing! Nice work, @XuanLuo14 and co-authors!

0 replies, 13 likes


JJ 「cιtιƶεɳƒιvε」 🏴‍☠️: the improvement over the work which came before is staggering

2 replies, 11 likes


Soumyadip Sengupta: Great result :)

0 replies, 3 likes


/\/\ \/\/: For years depth from photos has been a recurring problem for CG art & motion, this new AI algorithm basically eliminates the issue! #AI 🤩 👏🏼

0 replies, 3 likes


DAC at Virginia Tech: Jia-Bin Huang, @VT_DAC faculty, shares collaborative #SIGGRAPH2020 paper and related youtube video about reconstructing dense, geometrically consistent depth for all pixels in a monocular video. The input is just a hand-held captured cell phone video. @jbhuang0604 @VT_ECE

0 replies, 1 likes


Elliott Round: Impressive work !

0 replies, 1 likes


Content

Found on May 01 2020 at https://arxiv.org/pdf/2004.15021.pdf

PDF content of a computer science paper: Consistent Video Depth Estimation