2025
Dynamic Exploration Graph: A Novel Approach for Efficient Nearest Neighbor Search in Evolving Multimedia Datasets.
Proceedings of the MultiMedia Modeling, 2025
Advanced Methods for Visual Information Retrieval and Exploration in Large Multimedia Collections.
Proceedings of the Advances in Information Retrieval, 2025
2024
Evaluating Performance and Trends in Interactive Video Retrieval: Insights From the 12th VBS Competition.
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IEEE Access, 2024
Optimizing CLIP Models for Image Retrieval with Maintained Joint-Embedding Alignment.
Proceedings of the Similarity Search and Applications - 17th International Conference, 2024
Adapting the Exploration Graph for High Throughput in Low Recall Regimes.
Proceedings of the Similarity Search and Applications - 17th International Conference, 2024
Optimizing the Interactive Video Retrieval Tool Vibro for the Video Browser Showdown 2024.
Proceedings of the MultiMedia Modeling - 30th International Conference, 2024
Libro - Lifelog Search Browser.
Proceedings of the 7th Annual ACM Workshop on the Lifelog Search Challenge, 2024
An Exploration Graph with Continuous Refinement for Efficient Multimedia Retrieval.
Proceedings of the 2024 International Conference on Multimedia Retrieval, 2024
Creating Sorted Grid Layouts with Gradient-based Optimization.
Proceedings of the 2024 International Conference on Multimedia Retrieval, 2024
2023
Improved Evaluation and Generation Of Grid Layouts Using Distance Preservation Quality and Linear Assignment Sorting.
Comput. Graph. Forum, February, 2023
Fast Approximate Nearest Neighbor Search with a Dynamic Exploration Graph using Continuous Refinement.
CoRR, 2023
Vibro: Video Browsing with Semantic and Visual Image Embeddings.
Proceedings of the MultiMedia Modeling - 29th International Conference, 2023
Improving Image Encoders for General-Purpose Nearest Neighbor Search and Classification.
Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 2023
navigu.net: NAvigation in Visual Image Graphs gets User-friendly.
Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 2023
2022
Improved Evaluation and Generation of Grid Layouts using Distance Preservation Quality and Linear Assignment Sorting.
CoRR, 2022
GPR1200: A Benchmark for General-Purpose Content-Based Image Retrieval.
Proceedings of the MultiMedia Modeling - 28th International Conference, 2022
PicArrange - Visually Sort, Search, and Explore Private Images on a Mac Computer.
Proceedings of the MultiMedia Modeling - 28th International Conference, 2022
Efficient Search and Browsing of Large-Scale Video Collections with Vibro.
Proceedings of the MultiMedia Modeling - 28th International Conference, 2022
2021
Video Search with Sub-Image Keyword Transfer Using Existing Image Archives.
Proceedings of the MultiMedia Modeling - 27th International Conference, 2021
2019
Deep Metric Learning using Similarities from Nonlinear Rank Approximations.
Proceedings of the 21st IEEE International Workshop on Multimedia Signal Processing, 2019
Deep Aggregation of Regional Convolutional Activations for Content Based Image Retrieval.
Proceedings of the 21st IEEE International Workshop on Multimedia Signal Processing, 2019
Visual Navigation of Large Image Graphs.
Proceedings of the 21st IEEE International Workshop on Multimedia Signal Processing, 2019
Real-Time Visual Navigation in Huge Image Sets Using Similarity Graphs.
Proceedings of the 27th ACM International Conference on Multimedia, 2019
2018
ImageX - Explore and Search Local/Private Images.
Proceedings of the MultiMedia Modeling - 24th International Conference, 2018
Fusing Keyword Search and Visual Exploration for Untagged Videos.
Proceedings of the MultiMedia Modeling - 24th International Conference, 2018
Dynamic Construction and Manipulation of Hierarchical Quartic Image Graphs.
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018
2017
Graph Navigation for Exploring Very Large Image Collections.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 5: VISAPP, Porto, Portugal, February 27, 2017
Visually Browsing Millions of Images Using Image Graphs.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017
2016
Navigating a Graph of Scenes for Exploring Large Video Collections.
Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016
2015
ImageMap - Visually Browsing Millions of Images.
Proceedings of the MultiMedia Modeling - 21st International Conference, 2015
Graph-Based Browsing for Large Video Collections.
Proceedings of the MultiMedia Modeling - 21st International Conference, 2015
Reconstructing Missing Areas in Facial Images.
Proceedings of the 2015 IEEE International Symposium on Multimedia, 2015