SlideShare ist ein Scribd-Unternehmen logo
1 von 33
Downloaden Sie, um offline zu lesen
Browsing large collections of
    geo-tagged images
           Davide Carboni
           Valentina Marotto
           Pietro Zanarini
TOC
Geo-referenced data
Geo-tagged images
Visualization of geo-tagged images
Comparison between 3 apps
Conclusions
Geo-reference
Association between a piece of information and a
place
Geo-referenced information is a large part of
whole on line information
Geo-reference can be explicit (geo-tagging) or
implicit
Geo-reference can be at different levels (country,
city, street, lat. and lon.)
“places” are everywhere
Extracting “where” from web pages
the extraction of geographic terms from structured
and, more challengingly, unstructured data;
the identification and removal of ambiguities in
such extraction procedures;
Paris Hilton ambiguity
Explicit geo-reference
Information is manually or automatically tagged
with geographical data at the moment information
is produced or published
Lat Lon in Exif
The growth of geo-tagged images
 1,00E+08




 1,00E+07




 1,00E+06

                                                             geotagged images
                                                             on Flickr
 1,00E+05




 1,00E+04




 1,00E+03
            2003   2004   2005   2006   2007   2008   2009
Summaries and Visualization
Summarization
How to summarize a region with a single picture?
Summarization
Difficult task
  Image analysis alone is poor at capturing semantic
    concepts of an image
  In multi user sets the popularity is used but the bias
    introduced by few photographers can induce to
    overestimate the importance of some objects
Summarization
Conceptual framework1:
  A real point-of-interest is a point of accumulation for
    several photos
  A real point-of interest is of interest for many
    photographers and not only for few
  Textual tags if rarely found elsewhere are likely a
    symptom of some peculiarity of a place




        1) Alexander Jaffe et al. Generating Summaries for Large Collections of Geo-Referenced
        Photographs
Panoramio
Panoramio



           Micro thumbnail



 Link ??
Google Maps
Still Panoramio
Flickr
Fractal View
Fractal View
The test
Panoramio Vs. Flickr Maps Vs. Fractal View
Test the usability
Test by interviews and eye-tracking
Task: find 10 POI to collect in a favorite list
Number of Testers=10
1/length
3 different ways
Panoramio: gaze continuously moves from map
 controls to thumbnails and vice versa
Flickr: select a cluster and then browse (loosing
  geographical details)
Fractal View: select a bounding box and browse,
 pictures are tiled with geographical constraints
 and move picture-by-picture
Conclusion
Geo-tagged items are growing with exponential
 pace
Summarizing and visualizing large collections of
 geo-tagged objects is an open issue.
Mobile devices equipped with GPS and compass
 are a test bench for new interaction design
 solutions
Acknowledgement
Work part of
  Geoweb & Mobile Lab
  CRS4, in collaboration with
  DistrICT, UniCA, UniSS, Sardegna Ricerche

Weitere ähnliche Inhalte

Andere mochten auch

12 faces bi business intelligence ~Abdoulaye Mouke Yansane
12 faces bi business intelligence ~Abdoulaye Mouke Yansane12 faces bi business intelligence ~Abdoulaye Mouke Yansane
12 faces bi business intelligence ~Abdoulaye Mouke YansaneAbdoulaye M Yansane
 
Cell police - The Basics
Cell police - The BasicsCell police - The Basics
Cell police - The BasicsCell Police
 
Electronic surveillance and privacy 130916
Electronic surveillance and privacy 130916Electronic surveillance and privacy 130916
Electronic surveillance and privacy 130916Klamberg
 
WEA-Final-Report-Geo-Targeting-Cell-Radio-RF-Field-Validation-042016
WEA-Final-Report-Geo-Targeting-Cell-Radio-RF-Field-Validation-042016WEA-Final-Report-Geo-Targeting-Cell-Radio-RF-Field-Validation-042016
WEA-Final-Report-Geo-Targeting-Cell-Radio-RF-Field-Validation-042016bhatiak997
 
Social media and lawyers
Social media and lawyersSocial media and lawyers
Social media and lawyersKlamberg
 
Prism break: Minimize surveillance and protect your privacy
Prism break: Minimize surveillance and protect your privacyPrism break: Minimize surveillance and protect your privacy
Prism break: Minimize surveillance and protect your privacydjtennant
 
Geo Location Mobile Social Networking
Geo Location Mobile Social NetworkingGeo Location Mobile Social Networking
Geo Location Mobile Social NetworkingJodi Gersh
 
Geolocation: Improving our BI solutions with SharePoint
Geolocation: Improving our BI solutions with SharePointGeolocation: Improving our BI solutions with SharePoint
Geolocation: Improving our BI solutions with SharePointRuben Pertusa Lopez
 
Location based targeting technologies for mobile advertisement ppt
Location based targeting technologies for mobile advertisement pptLocation based targeting technologies for mobile advertisement ppt
Location based targeting technologies for mobile advertisement pptYiwei Chen
 
Google Geo APIs Overview
Google Geo APIs OverviewGoogle Geo APIs Overview
Google Geo APIs OverviewOssama Alami
 
Mobile Advertising 2014 - Targeting Your Audience
Mobile Advertising 2014 - Targeting Your AudienceMobile Advertising 2014 - Targeting Your Audience
Mobile Advertising 2014 - Targeting Your AudiencePurplegator
 
Ib geo skills overview
Ib geo skills overviewIb geo skills overview
Ib geo skills overviewTom McLean
 
Electronic Surveillance of Communications 100225
Electronic Surveillance of Communications 100225Electronic Surveillance of Communications 100225
Electronic Surveillance of Communications 100225Klamberg
 
Data Protection
 in the Age of Big Data
Data Protection
 in the Age of Big DataData Protection
 in the Age of Big Data
Data Protection
 in the Age of Big DataArthit Suriyawongkul
 
India electronic security market report 2020 |India CCTV Market |India Video...
India electronic security market report  2020 |India CCTV Market |India Video...India electronic security market report  2020 |India CCTV Market |India Video...
India electronic security market report 2020 |India CCTV Market |India Video...Ken Research Pvt ltd.
 
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means ClusteringCrime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means ClusteringReuben George
 
Using Data Mining Techniques to Analyze Crime Pattern
Using Data Mining Techniques to Analyze Crime PatternUsing Data Mining Techniques to Analyze Crime Pattern
Using Data Mining Techniques to Analyze Crime PatternZakaria Zubi
 
Palantir, Quid, RecordedFuture: Augmented Intelligence Frontier
Palantir, Quid, RecordedFuture: Augmented Intelligence FrontierPalantir, Quid, RecordedFuture: Augmented Intelligence Frontier
Palantir, Quid, RecordedFuture: Augmented Intelligence FrontierDaniel Kornev
 
A Machine Learning approach to predict Software Defects
A Machine Learning approach to predict Software DefectsA Machine Learning approach to predict Software Defects
A Machine Learning approach to predict Software DefectsChetan Hireholi
 

Andere mochten auch (20)

12 faces bi business intelligence ~Abdoulaye Mouke Yansane
12 faces bi business intelligence ~Abdoulaye Mouke Yansane12 faces bi business intelligence ~Abdoulaye Mouke Yansane
12 faces bi business intelligence ~Abdoulaye Mouke Yansane
 
Cell police - The Basics
Cell police - The BasicsCell police - The Basics
Cell police - The Basics
 
Electronic surveillance and privacy 130916
Electronic surveillance and privacy 130916Electronic surveillance and privacy 130916
Electronic surveillance and privacy 130916
 
WEA-Final-Report-Geo-Targeting-Cell-Radio-RF-Field-Validation-042016
WEA-Final-Report-Geo-Targeting-Cell-Radio-RF-Field-Validation-042016WEA-Final-Report-Geo-Targeting-Cell-Radio-RF-Field-Validation-042016
WEA-Final-Report-Geo-Targeting-Cell-Radio-RF-Field-Validation-042016
 
Social media and lawyers
Social media and lawyersSocial media and lawyers
Social media and lawyers
 
Prism break: Minimize surveillance and protect your privacy
Prism break: Minimize surveillance and protect your privacyPrism break: Minimize surveillance and protect your privacy
Prism break: Minimize surveillance and protect your privacy
 
Geo Location Mobile Social Networking
Geo Location Mobile Social NetworkingGeo Location Mobile Social Networking
Geo Location Mobile Social Networking
 
Geolocation: Improving our BI solutions with SharePoint
Geolocation: Improving our BI solutions with SharePointGeolocation: Improving our BI solutions with SharePoint
Geolocation: Improving our BI solutions with SharePoint
 
Location based targeting technologies for mobile advertisement ppt
Location based targeting technologies for mobile advertisement pptLocation based targeting technologies for mobile advertisement ppt
Location based targeting technologies for mobile advertisement ppt
 
Google Geo APIs Overview
Google Geo APIs OverviewGoogle Geo APIs Overview
Google Geo APIs Overview
 
Mobile Advertising 2014 - Targeting Your Audience
Mobile Advertising 2014 - Targeting Your AudienceMobile Advertising 2014 - Targeting Your Audience
Mobile Advertising 2014 - Targeting Your Audience
 
Aliens
AliensAliens
Aliens
 
Ib geo skills overview
Ib geo skills overviewIb geo skills overview
Ib geo skills overview
 
Electronic Surveillance of Communications 100225
Electronic Surveillance of Communications 100225Electronic Surveillance of Communications 100225
Electronic Surveillance of Communications 100225
 
Data Protection
 in the Age of Big Data
Data Protection
 in the Age of Big DataData Protection
 in the Age of Big Data
Data Protection
 in the Age of Big Data
 
India electronic security market report 2020 |India CCTV Market |India Video...
India electronic security market report  2020 |India CCTV Market |India Video...India electronic security market report  2020 |India CCTV Market |India Video...
India electronic security market report 2020 |India CCTV Market |India Video...
 
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means ClusteringCrime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
 
Using Data Mining Techniques to Analyze Crime Pattern
Using Data Mining Techniques to Analyze Crime PatternUsing Data Mining Techniques to Analyze Crime Pattern
Using Data Mining Techniques to Analyze Crime Pattern
 
Palantir, Quid, RecordedFuture: Augmented Intelligence Frontier
Palantir, Quid, RecordedFuture: Augmented Intelligence FrontierPalantir, Quid, RecordedFuture: Augmented Intelligence Frontier
Palantir, Quid, RecordedFuture: Augmented Intelligence Frontier
 
A Machine Learning approach to predict Software Defects
A Machine Learning approach to predict Software DefectsA Machine Learning approach to predict Software Defects
A Machine Learning approach to predict Software Defects
 

Ähnlich wie Browsing Large Collections of Geo-Tagged Pictures

IRJET- Efficient Geo-tagging of images using LASOM
IRJET- Efficient Geo-tagging of images using LASOMIRJET- Efficient Geo-tagging of images using LASOM
IRJET- Efficient Geo-tagging of images using LASOMIRJET Journal
 
How Flickr Helps us Make Sense of the World
How Flickr Helps us Make Sense of the WorldHow Flickr Helps us Make Sense of the World
How Flickr Helps us Make Sense of the Worldmor
 
[2019 Strata] Self Sevice BI meets Geospatial Analysis
[2019 Strata] Self Sevice BI meets Geospatial Analysis[2019 Strata] Self Sevice BI meets Geospatial Analysis
[2019 Strata] Self Sevice BI meets Geospatial AnalysisHeejae(Kyungtaak) Noh
 
Geospatial for Java
Geospatial for JavaGeospatial for Java
Geospatial for JavaJody Garnett
 
RemoteSensing_DeepLearning_v2.pptx
RemoteSensing_DeepLearning_v2.pptxRemoteSensing_DeepLearning_v2.pptx
RemoteSensing_DeepLearning_v2.pptxElise Colin
 
Using reverse viewshed analysis to assess the location correctness of visuall...
Using reverse viewshed analysis to assess the location correctness of visuall...Using reverse viewshed analysis to assess the location correctness of visuall...
Using reverse viewshed analysis to assess the location correctness of visuall...Hansi Senaratne
 
Geolocation lesson slide show
Geolocation lesson slide showGeolocation lesson slide show
Geolocation lesson slide showVirginia Tech
 
A Survey on Approaches for Object Tracking
A Survey on Approaches for Object TrackingA Survey on Approaches for Object Tracking
A Survey on Approaches for Object Trackingjournal ijrtem
 
Placing Images with Refined Language Models and Similarity Search with PCA-re...
Placing Images with Refined Language Models and Similarity Search with PCA-re...Placing Images with Refined Language Models and Similarity Search with PCA-re...
Placing Images with Refined Language Models and Similarity Search with PCA-re...Symeon Papadopoulos
 
Visualizing the Viewer (Clare Davies)
Visualizing the Viewer (Clare Davies)Visualizing the Viewer (Clare Davies)
Visualizing the Viewer (Clare Davies)GeoVIS'15 Workshop
 
A Software Tool for Rapid Acquisition of Streetwise Geo-Referenced Maps
A Software Tool for Rapid Acquisition of Streetwise Geo-Referenced MapsA Software Tool for Rapid Acquisition of Streetwise Geo-Referenced Maps
A Software Tool for Rapid Acquisition of Streetwise Geo-Referenced MapsVladimir Kulyukin
 
Context is King - by Felix Petersen
Context is King - by Felix PetersenContext is King - by Felix Petersen
Context is King - by Felix Petersenguest14533f
 
Intro to GIS and Remote Sensing
Intro to GIS and Remote SensingIntro to GIS and Remote Sensing
Intro to GIS and Remote SensingJohn Reiser
 
Robust Clustering of Eye Movement Recordings for Quanti
Robust Clustering of Eye Movement Recordings for QuantiRobust Clustering of Eye Movement Recordings for Quanti
Robust Clustering of Eye Movement Recordings for QuantiGiuseppe Fineschi
 
Dynamic Insets for Context-Aware Graph Navigation
Dynamic Insets for Context-Aware Graph NavigationDynamic Insets for Context-Aware Graph Navigation
Dynamic Insets for Context-Aware Graph NavigationNiklas Elmqvist
 
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...IJERD Editor
 
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...IJERD Editor
 

Ähnlich wie Browsing Large Collections of Geo-Tagged Pictures (20)

IRJET- Efficient Geo-tagging of images using LASOM
IRJET- Efficient Geo-tagging of images using LASOMIRJET- Efficient Geo-tagging of images using LASOM
IRJET- Efficient Geo-tagging of images using LASOM
 
How Flickr Helps us Make Sense of the World
How Flickr Helps us Make Sense of the WorldHow Flickr Helps us Make Sense of the World
How Flickr Helps us Make Sense of the World
 
[2019 Strata] Self Sevice BI meets Geospatial Analysis
[2019 Strata] Self Sevice BI meets Geospatial Analysis[2019 Strata] Self Sevice BI meets Geospatial Analysis
[2019 Strata] Self Sevice BI meets Geospatial Analysis
 
Geospatial for Java
Geospatial for JavaGeospatial for Java
Geospatial for Java
 
RemoteSensing_DeepLearning_v2.pptx
RemoteSensing_DeepLearning_v2.pptxRemoteSensing_DeepLearning_v2.pptx
RemoteSensing_DeepLearning_v2.pptx
 
Using reverse viewshed analysis to assess the location correctness of visuall...
Using reverse viewshed analysis to assess the location correctness of visuall...Using reverse viewshed analysis to assess the location correctness of visuall...
Using reverse viewshed analysis to assess the location correctness of visuall...
 
Geolocation lesson slide show
Geolocation lesson slide showGeolocation lesson slide show
Geolocation lesson slide show
 
A Survey on Approaches for Object Tracking
A Survey on Approaches for Object TrackingA Survey on Approaches for Object Tracking
A Survey on Approaches for Object Tracking
 
Placing Images with Refined Language Models and Similarity Search with PCA-re...
Placing Images with Refined Language Models and Similarity Search with PCA-re...Placing Images with Refined Language Models and Similarity Search with PCA-re...
Placing Images with Refined Language Models and Similarity Search with PCA-re...
 
Visualizing the Viewer (Clare Davies)
Visualizing the Viewer (Clare Davies)Visualizing the Viewer (Clare Davies)
Visualizing the Viewer (Clare Davies)
 
A350111
A350111A350111
A350111
 
A Software Tool for Rapid Acquisition of Streetwise Geo-Referenced Maps
A Software Tool for Rapid Acquisition of Streetwise Geo-Referenced MapsA Software Tool for Rapid Acquisition of Streetwise Geo-Referenced Maps
A Software Tool for Rapid Acquisition of Streetwise Geo-Referenced Maps
 
Context is King - by Felix Petersen
Context is King - by Felix PetersenContext is King - by Felix Petersen
Context is King - by Felix Petersen
 
Intro to GIS and Remote Sensing
Intro to GIS and Remote SensingIntro to GIS and Remote Sensing
Intro to GIS and Remote Sensing
 
F010433136
F010433136F010433136
F010433136
 
Robust Clustering of Eye Movement Recordings for Quanti
Robust Clustering of Eye Movement Recordings for QuantiRobust Clustering of Eye Movement Recordings for Quanti
Robust Clustering of Eye Movement Recordings for Quanti
 
Survey 1 (project overview)
Survey 1 (project overview)Survey 1 (project overview)
Survey 1 (project overview)
 
Dynamic Insets for Context-Aware Graph Navigation
Dynamic Insets for Context-Aware Graph NavigationDynamic Insets for Context-Aware Graph Navigation
Dynamic Insets for Context-Aware Graph Navigation
 
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...
 
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...
 

Mehr von Davide Carboni

PPT-CyberJourney-June-2023-Carboni.pptx
PPT-CyberJourney-June-2023-Carboni.pptxPPT-CyberJourney-June-2023-Carboni.pptx
PPT-CyberJourney-June-2023-Carboni.pptxDavide Carboni
 
From Smart Contracts to NFT
 From Smart Contracts to NFT From Smart Contracts to NFT
From Smart Contracts to NFTDavide Carboni
 
Blockchain School 2019 - Security of Smart Contracts.pdf
Blockchain School 2019 - Security of Smart Contracts.pdfBlockchain School 2019 - Security of Smart Contracts.pdf
Blockchain School 2019 - Security of Smart Contracts.pdfDavide Carboni
 
The Bitcoin blockchain (en)
The Bitcoin blockchain (en)The Bitcoin blockchain (en)
The Bitcoin blockchain (en)Davide Carboni
 
Internet-of-things, sicurezza, privacy, trust
Internet-of-things, sicurezza, privacy, trustInternet-of-things, sicurezza, privacy, trust
Internet-of-things, sicurezza, privacy, trustDavide Carboni
 
Blockchain - crittomonete, Bitcoin e altre applicazioni
Blockchain - crittomonete, Bitcoin e altre applicazioniBlockchain - crittomonete, Bitcoin e altre applicazioni
Blockchain - crittomonete, Bitcoin e altre applicazioniDavide Carboni
 
Internet of Things al Festivalscienza 2010
Internet of Things al Festivalscienza 2010Internet of Things al Festivalscienza 2010
Internet of Things al Festivalscienza 2010Davide Carboni
 
Pysense: wireless sensor computing in Python?
Pysense: wireless sensor computing in Python?Pysense: wireless sensor computing in Python?
Pysense: wireless sensor computing in Python?Davide Carboni
 
Introduzione ai Design Patterns nella Programmazione a Oggetti
Introduzione ai Design Patterns nella Programmazione a OggettiIntroduzione ai Design Patterns nella Programmazione a Oggetti
Introduzione ai Design Patterns nella Programmazione a OggettiDavide Carboni
 
The world is the computer and the programmer is you
The world is the computer and the programmer is youThe world is the computer and the programmer is you
The world is the computer and the programmer is youDavide Carboni
 
Programmazione concorrente in Java (vecchio modello)
Programmazione concorrente in Java (vecchio modello)Programmazione concorrente in Java (vecchio modello)
Programmazione concorrente in Java (vecchio modello)Davide Carboni
 
Kickoff del Progetto Cluster Mashup e Geoweb
Kickoff del Progetto Cluster Mashup e GeowebKickoff del Progetto Cluster Mashup e Geoweb
Kickoff del Progetto Cluster Mashup e GeowebDavide Carboni
 
Open al bivio fra software e webware (al javaday 2006)
Open al bivio fra software e webware (al javaday 2006)Open al bivio fra software e webware (al javaday 2006)
Open al bivio fra software e webware (al javaday 2006)Davide Carboni
 
Web 2.0, mashup e GeoWeb
Web 2.0, mashup e GeoWebWeb 2.0, mashup e GeoWeb
Web 2.0, mashup e GeoWebDavide Carboni
 

Mehr von Davide Carboni (20)

PPT-CyberJourney-June-2023-Carboni.pptx
PPT-CyberJourney-June-2023-Carboni.pptxPPT-CyberJourney-June-2023-Carboni.pptx
PPT-CyberJourney-June-2023-Carboni.pptx
 
From Smart Contracts to NFT
 From Smart Contracts to NFT From Smart Contracts to NFT
From Smart Contracts to NFT
 
Blockchain School 2019 - Security of Smart Contracts.pdf
Blockchain School 2019 - Security of Smart Contracts.pdfBlockchain School 2019 - Security of Smart Contracts.pdf
Blockchain School 2019 - Security of Smart Contracts.pdf
 
The Bitcoin blockchain (en)
The Bitcoin blockchain (en)The Bitcoin blockchain (en)
The Bitcoin blockchain (en)
 
Internet-of-things, sicurezza, privacy, trust
Internet-of-things, sicurezza, privacy, trustInternet-of-things, sicurezza, privacy, trust
Internet-of-things, sicurezza, privacy, trust
 
Blockchain - crittomonete, Bitcoin e altre applicazioni
Blockchain - crittomonete, Bitcoin e altre applicazioniBlockchain - crittomonete, Bitcoin e altre applicazioni
Blockchain - crittomonete, Bitcoin e altre applicazioni
 
08 mapreduce
08   mapreduce08   mapreduce
08 mapreduce
 
04 bloom
04 bloom04 bloom
04 bloom
 
2 phase-commit
 2 phase-commit 2 phase-commit
2 phase-commit
 
Internet of Things al Festivalscienza 2010
Internet of Things al Festivalscienza 2010Internet of Things al Festivalscienza 2010
Internet of Things al Festivalscienza 2010
 
Pysense: wireless sensor computing in Python?
Pysense: wireless sensor computing in Python?Pysense: wireless sensor computing in Python?
Pysense: wireless sensor computing in Python?
 
Introduzione ai Design Patterns nella Programmazione a Oggetti
Introduzione ai Design Patterns nella Programmazione a OggettiIntroduzione ai Design Patterns nella Programmazione a Oggetti
Introduzione ai Design Patterns nella Programmazione a Oggetti
 
The world is the computer and the programmer is you
The world is the computer and the programmer is youThe world is the computer and the programmer is you
The world is the computer and the programmer is you
 
Programmazione concorrente in Java (vecchio modello)
Programmazione concorrente in Java (vecchio modello)Programmazione concorrente in Java (vecchio modello)
Programmazione concorrente in Java (vecchio modello)
 
NAT Traversal
NAT TraversalNAT Traversal
NAT Traversal
 
Introduction P2p
Introduction P2pIntroduction P2p
Introduction P2p
 
Spoleto07
Spoleto07Spoleto07
Spoleto07
 
Kickoff del Progetto Cluster Mashup e Geoweb
Kickoff del Progetto Cluster Mashup e GeowebKickoff del Progetto Cluster Mashup e Geoweb
Kickoff del Progetto Cluster Mashup e Geoweb
 
Open al bivio fra software e webware (al javaday 2006)
Open al bivio fra software e webware (al javaday 2006)Open al bivio fra software e webware (al javaday 2006)
Open al bivio fra software e webware (al javaday 2006)
 
Web 2.0, mashup e GeoWeb
Web 2.0, mashup e GeoWebWeb 2.0, mashup e GeoWeb
Web 2.0, mashup e GeoWeb
 

Kürzlich hochgeladen

Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLScyllaDB
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyAlfredo García Lavilla
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsSergiu Bodiu
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsMiki Katsuragi
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Scott Keck-Warren
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Enterprise Knowledge
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsMemoori
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebUiPathCommunity
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfAlex Barbosa Coqueiro
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationRidwan Fadjar
 
My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024The Digital Insurer
 
Vector Databases 101 - An introduction to the world of Vector Databases
Vector Databases 101 - An introduction to the world of Vector DatabasesVector Databases 101 - An introduction to the world of Vector Databases
Vector Databases 101 - An introduction to the world of Vector DatabasesZilliz
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 
Story boards and shot lists for my a level piece
Story boards and shot lists for my a level pieceStory boards and shot lists for my a level piece
Story boards and shot lists for my a level piececharlottematthew16
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsMark Billinghurst
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubKalema Edgar
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenHervé Boutemy
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brandgvaughan
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):comworks
 

Kürzlich hochgeladen (20)

Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQL
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easy
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platforms
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering Tips
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial Buildings
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio Web
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdf
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 Presentation
 
My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024
 
DMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special EditionDMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special Edition
 
Vector Databases 101 - An introduction to the world of Vector Databases
Vector Databases 101 - An introduction to the world of Vector DatabasesVector Databases 101 - An introduction to the world of Vector Databases
Vector Databases 101 - An introduction to the world of Vector Databases
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 
Story boards and shot lists for my a level piece
Story boards and shot lists for my a level pieceStory boards and shot lists for my a level piece
Story boards and shot lists for my a level piece
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR Systems
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding Club
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache Maven
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brand
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):
 

Browsing Large Collections of Geo-Tagged Pictures

  • 1. Browsing large collections of geo-tagged images Davide Carboni Valentina Marotto Pietro Zanarini
  • 2. TOC Geo-referenced data Geo-tagged images Visualization of geo-tagged images Comparison between 3 apps Conclusions
  • 3. Geo-reference Association between a piece of information and a place Geo-referenced information is a large part of whole on line information Geo-reference can be explicit (geo-tagging) or implicit Geo-reference can be at different levels (country, city, street, lat. and lon.)
  • 5. Extracting “where” from web pages the extraction of geographic terms from structured and, more challengingly, unstructured data; the identification and removal of ambiguities in such extraction procedures; Paris Hilton ambiguity
  • 6. Explicit geo-reference Information is manually or automatically tagged with geographical data at the moment information is produced or published
  • 7. Lat Lon in Exif
  • 8. The growth of geo-tagged images 1,00E+08 1,00E+07 1,00E+06 geotagged images on Flickr 1,00E+05 1,00E+04 1,00E+03 2003 2004 2005 2006 2007 2008 2009
  • 10. Summarization How to summarize a region with a single picture?
  • 11. Summarization Difficult task Image analysis alone is poor at capturing semantic concepts of an image In multi user sets the popularity is used but the bias introduced by few photographers can induce to overestimate the importance of some objects
  • 12. Summarization Conceptual framework1: A real point-of-interest is a point of accumulation for several photos A real point-of interest is of interest for many photographers and not only for few Textual tags if rarely found elsewhere are likely a symptom of some peculiarity of a place 1) Alexander Jaffe et al. Generating Summaries for Large Collections of Geo-Referenced Photographs
  • 14. Panoramio Micro thumbnail Link ??
  • 20. The test Panoramio Vs. Flickr Maps Vs. Fractal View Test the usability Test by interviews and eye-tracking Task: find 10 POI to collect in a favorite list Number of Testers=10
  • 21.
  • 22.
  • 23.
  • 24.
  • 25.
  • 26.
  • 28.
  • 29.
  • 30.
  • 31. 3 different ways Panoramio: gaze continuously moves from map controls to thumbnails and vice versa Flickr: select a cluster and then browse (loosing geographical details) Fractal View: select a bounding box and browse, pictures are tiled with geographical constraints and move picture-by-picture
  • 32. Conclusion Geo-tagged items are growing with exponential pace Summarizing and visualizing large collections of geo-tagged objects is an open issue. Mobile devices equipped with GPS and compass are a test bench for new interaction design solutions
  • 33. Acknowledgement Work part of Geoweb & Mobile Lab CRS4, in collaboration with DistrICT, UniCA, UniSS, Sardegna Ricerche