Compact 3d scene representation via self-organizing gaussian grids
Abstract 3D Gaussian Splatting has recently emerged as a highly promising technique for
modeling of static 3D scenes. In contrast to Neural Radiance Fields, it utilizes efficient …
modeling of static 3D scenes. In contrast to Neural Radiance Fields, it utilizes efficient …
Cluster-aware grid layout
Grid visualizations are widely used in many applications to visually explain a set of data and
their proximity relationships. However, existing layout methods face difficulties when dealing …
their proximity relationships. However, existing layout methods face difficulties when dealing …
Vibro: video browsing with semantic and visual image embeddings
Vibro represents a powerful tool for interactive video retrieval and browsing and is the
winner of the Video Browser Showdown 2022. Following the saying of “never change a …
winner of the Video Browser Showdown 2022. Following the saying of “never change a …
navigu. net: NAvigation in Visual Image Graphs gets User-friendly
Due to the size of today's image collections it can be challenging to fully understand their
content. Recent technological advances have enabled efficient visual search. These …
content. Recent technological advances have enabled efficient visual search. These …
Interactive multimodal video search: an extended post-evaluation for the VBS 2022 competition
CLIP-based text-to-image retrieval has proven to be very effective at the interactive video
retrieval competition Video Browser Showdown 2022, where all three top-scoring teams had …
retrieval competition Video Browser Showdown 2022, where all three top-scoring teams had …
[HTML][HTML] Generative model-assisted sample selection for interest-driven progressive visual analytics
J Liu, J Li, J Kuang - Visual Informatics, 2024 - Elsevier
We propose interest-driven progressive visual analytics. The core idea is to filter samples
with features of interest to analysts from the given dataset for analysis. The approach relies …
with features of interest to analysts from the given dataset for analysis. The approach relies …
Evaluating Performance and Trends in Interactive Video Retrieval: Insights from the 12th VBS Competition
This paper conducts a thorough examination of the 12th Video Browser Showdown (VBS)
competition, a well-established international benchmarking campaign for interactive video …
competition, a well-established international benchmarking campaign for interactive video …
Versatile Ordering Network: An Attention-based Neural Network for Ordering Across Scales and Quality Metrics
Z Yu, W Zhang, S Pan, J Tao - arXiv preprint arXiv:2412.12759, 2024 - arxiv.org
Ordering has been extensively studied in many visualization applications, such as axis and
matrix reordering, for the simple reason that the order will greatly impact the perceived …
matrix reordering, for the simple reason that the order will greatly impact the perceived …
Combining Semantic and Visual Image Graphs for Efficient Search and Exploration of Large Dynamic Image Collections
Image collections today often consist of millions of images, making it impossible to get an
overview of the entire content. In recent years, we have presented several demonstrators for …
overview of the entire content. In recent years, we have presented several demonstrators for …
Known-Item Search in Video: An Eye Tracking-Based Study
Deep learning has revolutionized multimedia retrieval, yet effectively searching within large
video collections remains a complex challenge. This paper focuses on the design and …
video collections remains a complex challenge. This paper focuses on the design and …