Enhancing micro-video understanding by harnessing external sounds
Different from traditional long videos, micro-videos are much shorter and usually recorded at
a specific place with mobile devices. To better understand the semantics of a micro-video …
a specific place with mobile devices. To better understand the semantics of a micro-video …
Shorter-is-better: Venue category estimation from micro-video
According to our statistics on over 2 million micro-videos, only 1.22% of them are associated
with venue information, which greatly hinders the location-oriented applications and …
with venue information, which greatly hinders the location-oriented applications and …
[图书][B] Multimodal learning toward micro-video understanding
Micro-videos, a new form of user-generated contents, have been spreading widely across
various social platforms, such as Vine, Kuaishou, and TikTok. Different from traditional long …
various social platforms, such as Vine, Kuaishou, and TikTok. Different from traditional long …
The placing task: A large-scale geo-estimation challenge for social-media videos and images
The Placing Task is a yearly challenge offered by the MediaEval Multimedia Benchmarking
Initiative that requires participants to develop algorithms that automatically predict the geo …
Initiative that requires participants to develop algorithms that automatically predict the geo …
Human vs machine: establishing a human baseline for multimodal location estimation
Over the recent years, the problem of video location estimation (ie, estimating the
longitude/latitude coordinates of a video without GPS information) has been approached …
longitude/latitude coordinates of a video without GPS information) has been approached …
A novel fusion method for integrating multiple modalities and knowledge for multimodal location estimation
This article describes a novel fusion approach using multiple modalities and knowledge
sources that improves the accuracy of multimodal location estimation algorithms. The …
sources that improves the accuracy of multimodal location estimation algorithms. The …
Knowledge-based and data-driven approaches for geographical information access
D Ferrés Domènech - 2017 - upcommons.upc.edu
Geographical Information Access (GeoIA) can be defined as a way of retrieving information
from textual collections that includes the automatic analysis and interpretation of the …
from textual collections that includes the automatic analysis and interpretation of the …
The benchmark as a research catalyst: Charting the progress of geo-prediction for social multimedia
Benchmarks have the power to bring research communities together to focus on specific
research challenges. They drive research forward by making it easier to systematically …
research challenges. They drive research forward by making it easier to systematically …
Creating experts from the crowd: Techniques for finding workers for difficult tasks
Crowdsourcing is currently used for a range of applications, either by exploiting unsolicited
user-generated content, such as spontaneously annotated images, or by utilizing explicit …
user-generated content, such as spontaneously annotated images, or by utilizing explicit …
Multimodal geo-tagging in social media websites using hierarchical spatial segmentation
These days the sharing of photographs and videos is very popular in social networks. Many
of these social media websites such as Flickr, Facebook and Youtube allows the user to …
of these social media websites such as Flickr, Facebook and Youtube allows the user to …