Crowdsourcing pointclouds trends and technologies

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Structure From Motion for crowdsourcing point clouds. is it possible?

Crowdsourcing Pointclouds:
Trends and Technologies
Digital Image Processing (TKD3606)
Dany Laksono | Dept. of Geodetic
Engineering Universitas Gadjah
Mada
10 March 2020

Crowdsourcing Pointclouds: Trends and Techs
• Crowdsourcing
• Review of Structure from Motion
• Reconstructing in the cloud
• Mapillary, the crowdsourcing platform

Crowdsourcing Spatial Data
Harnessing the power of the crowd to collect geospatial data
VGI (Volunteereed
Geographic Information)
Citizen Journalism

Crowdsourcing Spatial Data
Openstreetmap =
crowdmapping
And it's super effective!

http://www.cs.cornell.edu/~snavely/bundler/
Structure from Motion
SfM: A method to estimate 3D structure as well as position and orientation
of a scene from pairs of images

Structure from Motion
http://www.cs.cornell.edu/projects/bigsfm/

http://www.cs.cornell.edu/projects/1dsfm/
Internet Photos (Flickr, Google
Images, etc):
- No camera parameters
- No initial positions
- Great distortions
- Lots of cameras included
- Selfies!

Crowdsourcing Pointclouds: Is it possible?

CloudSfM
github.com/danylaksono/cloudsfm

Start
User Interface: Login
Frontend Processing
(upload)
Image
validation
Upload image
Backend Processing
(save image)
Image matching
(OpenMVG)
Calc. Camera Matrix
(OpenMVG)
SfM (OpenMVG)
Dense reconstruction
(MVE)
Surface reconstruction
(FSSR)
Texturing (MVST)
Finish
Web Route
SfM Processing
Frontend Download
CloudSfM Algorithm

WebODM
github.com//OpenDroneMap/WebODM

Mapillary: Crowdsourcing Pointclouds

Mapillary Demo!

What Next?
Reconstucting historical camera position

TERIMA KASIH

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Scaling API-first – The story of a global engineering organization Ian Reasor, Senior Computer Scientist - Adobe Radu Cotescu, Senior Computer Scientist - Adobe Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe

Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe

Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe

Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows. We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases. This video focuses on the deployment of external web forms using Jotform for Bonterra Impact Management. This solution can be customized to your organization’s needs and deployed to support the common use cases below: - Intake and consent - Assessments - Surveys - Applications - Program registration Interested in deploying web form automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.

Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...

Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...

Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...

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Axa Assurance Maroc - Insurer Innovation Award 2024

Axa Assurance Maroc - Insurer Innovation Award 2024

Axa Assurance Maroc - Insurer Innovation Award 2024

The Digital Insurer

In this session, we will delve into strategic approaches for optimizing knowledge management within Microsoft 365, amidst the evolving landscape of Copilot. From leveraging automatic metadata classification and permission governance with SharePoint Premium, to unlocking Viva Engage for the cultivation of knowledge and communities, you will gain actionable insights to bolster your organization's knowledge-sharing initiatives. In this session, we will also explore how to facilitate solutions to enable your employees to find answers and expertise within Microsoft 365. You will leave equipped with practical techniques and a deeper understanding of how there is more to effective knowledge management than just enabling Copilot, but building actual solutions to prepare the knowledge that Copilot and your employees can use.

Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...

Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...

Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...

MS Copilot expands with MS Graph connectors

MS Copilot expands with MS Graph connectors

MS Copilot expands with MS Graph connectors

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The value of a flexible API Management solution for Open Banking Steve Melan, Manager for IT Innovation and Architecture - State's and Saving's Bank of Luxembourg Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

Apidays New York 2024 - The value of a flexible API Management solution for O...

Apidays New York 2024 - The value of a flexible API Management solution for O...

Apidays New York 2024 - The value of a flexible API Management solution for O...

Effective data discovery is crucial for maintaining compliance and mitigating risks in today's rapidly evolving privacy landscape. However, traditional manual approaches often struggle to keep pace with the growing volume and complexity of data. Join us for an insightful webinar where industry leaders from TrustArc and Privya will share their expertise on leveraging AI-powered solutions to revolutionize data discovery. You'll learn how to: - Effortlessly maintain a comprehensive, up-to-date data inventory - Harness code scanning insights to gain complete visibility into data flows leveraging the advantages of code scanning over DB scanning - Simplify compliance by leveraging Privya's integration with TrustArc - Implement proven strategies to mitigate third-party risks Our panel of experts will discuss real-world case studies and share practical strategies for overcoming common data discovery challenges. They'll also explore the latest trends and innovations in AI-driven data management, and how these technologies can help organizations stay ahead of the curve in an ever-changing privacy landscape.

TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery

TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery

TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery

Manulife - Insurer Transformation Award 2024

Manulife - Insurer Transformation Award 2024

Manulife - Insurer Transformation Award 2024

The Digital Insurer

The Good, the Bad and the Governed - Why is governance a dirty word? David O'Neill, Chief Operating Officer - APIContext Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...

Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...

Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...

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Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving

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2024: Domino Containers - The Next Step. News from the Domino Container commu...

2024: Domino Containers - The Next Step. News from the Domino Container commu...

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Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood

Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood

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AXA XL - Insurer Innovation Award Americas 2024

AXA XL - Insurer Innovation Award Americas 2024

AXA XL - Insurer Innovation Award Americas 2024

The Digital Insurer

Join our latest Connector Corner webinar to discover how UiPath Integration Service revolutionizes API-centric automation in a 'Quote to Cash' process—and how that automation empowers businesses to accelerate revenue generation. A comprehensive demo will explore connecting systems, GenAI, and people, through powerful pre-built connectors designed to speed process cycle times. Speakers: James Dickson, Senior Software Engineer Charlie Greenberg, Host, Product Marketing Manager

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Connector Corner: Accelerate revenue generation using UiPath API-centric busi...

Connector Corner: Accelerate revenue generation using UiPath API-centric busi...

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Crowdsourcing pointclouds trends and technologies

1. Crowdsourcing Pointclouds: Trends and Technologies Digital Image Processing (TKD3606) Dany Laksono | Dept. of Geodetic Engineering Universitas Gadjah Mada 10 March 2020

2. Crowdsourcing Pointclouds: Trends and Techs • Crowdsourcing • Review of Structure from Motion • Reconstructing in the cloud • Mapillary, the crowdsourcing platform

3. Crowdsourcing Spatial Data Harnessing the power of the crowd to collect geospatial data VGI (Volunteereed Geographic Information) Citizen Journalism

4. Crowdsourcing Spatial Data Openstreetmap = crowdmapping And it's super effective!

5. http://www.cs.cornell.edu/~snavely/bundler/ Structure from Motion SfM: A method to estimate 3D structure as well as position and orientation of a scene from pairs of images

6. Structure from Motion http://www.cs.cornell.edu/projects/bigsfm/

7. http://www.cs.cornell.edu/projects/1dsfm/ Internet Photos (Flickr, Google Images, etc): - No camera parameters - No initial positions - Great distortions - Lots of cameras included - Selfies!

8. Crowdsourcing Pointclouds: Is it possible?

9. CloudSfM github.com/danylaksono/cloudsfm

10. Start User Interface: Login Frontend Processing (upload) Image validation Upload image Backend Processing (save image) Image matching (OpenMVG) Calc. Camera Matrix (OpenMVG) SfM (OpenMVG) Dense reconstruction (MVE) Surface reconstruction (FSSR) Texturing (MVST) Finish Web Route SfM Processing Frontend Download CloudSfM Algorithm

11. WebODM github.com//OpenDroneMap/WebODM

12. Mapillary: Crowdsourcing Pointclouds

13. Mapillary Demo!

14. What Next? Reconstucting historical camera position

15. TERIMA KASIH