Recent progress in digital photography and storage availability has drastically changed our approach to photo creation. While in the era of film cameras, careful forethought would usually precede the capture of a photo; nowadays, a large number of pictures can be taken with little effort. One of the consequences is the creation of numerous photos depicting the same moment in slightly different ways, which makes the process of organizing photos laborious for the photographer. Nevertheless, photo collection organization is important both for exploring photo albums and for simplifying the ultimate task of selecting the best photos. In this work, we conduct a user study to explore how users tend to organize or cluster similar photos in albums, to what extent different users agree in their clustering decisions, and to investigate how the clustering-defined photo context affects the subsequent photo-selection process. We also propose an automatic hierarchical clustering solution for modeling user clustering decisions. To demonstrate the usefulness of our approach, we apply it to the task of automatic photo evaluation within photo albums and propose a clustering-based context adaptation.
Context in photo albums: understanding and modeling user behavior in clustering and v
Context in photo albums: understanding and modeling user behavior in clustering and v
Context in photo albums: understanding and modeling user behavior in clustering and v
Research Paper / Jul 2018
Related Content
White Paper /May 2025
Media over Wireless: Networks for Ubiquitous Video
Research Paper /Mar 2025
To realize the objectives of Integrated Sensing and
Communication (ISAC) in 6G, there is a need to introduce
new functionalities in 6G core (6GC) architecture that are
dynamic and resource-efficient. In ISAC, sensing signals are used by a Sensing Receiver (SRx) to measure and report Sensing Data Points (SDPs) to the network. However, a direct approach involving …
Research Paper /Mar 2025
This paper proposes a method that enhances the compression performance of the current model under development for the upcoming MPEG standard on Feature Compression for Machines (FCM).
This standard aims at providing inter-operable compressed bitstreams of features in the context of split computing, i.e., when the inference of a large computer vision Neural-Netwo…
Webinar /Jun 2024
Blog Post /Jul 2025
Blog Post /Jun 2025
Blog Post /Jun 2025