English (United Kingdom)

https://curated-unify.zendy.io/wp-json/zendy-region/v1/featured_content/oa?rat=en

https://curated-unify.zendy.io/wp-json/zendy-region/v1/highlighted_journal/

Global: Zendy Plus annual

Presents the access of premium content as premium feature

Premium Content

Presents the keyphrase highlighting as premium feature

Keyphrase Highlighting

Presents the summarisation as premium feature

Summarisation

Insights

Presents the pdf analysis as premium feature

PDF Analysis

Presents the zaia usage as premium feature

ZAIA

Global: Zendy Plus monthly

Global: Zendy Tools annual

Global: Zendy Tools monthly

Global: Zendy Free Plan

Most existing RGB-based trackers target low frame rate benchmarks of around30 frames per second. This setting restricts the tracker's functionality in thereal world, especially for fast motion. Event-based cameras as bioinspiredsensors provide considerable potential for high frame rate tracking due totheir high temporal resolution. However, event-based cameras cannot offerfine-grained texture information like conventional cameras. This uniquecomplementarity motivates us to combine conventional frames and events for highframe rate object tracking under various challenging conditions. Inthispaper,we propose an end-to-end network consisting of multi-modality alignment andfusion modules to effectively combine meaningful information from bothmodalities at different measurement rates. The alignment module is responsiblefor cross-style and cross-frame-rate alignment between frame and eventmodalities under the guidance of the moving cues furnished by events. While thefusion module is accountable for emphasizing valuable features and suppressingnoise information by the mutual complement between the two modalities.Extensive experiments show that the proposed approach outperformsstate-of-the-art trackers by a significant margin in high frame rate tracking.With the FE240hz dataset, our approach achieves high frame rate tracking up to240Hz.

Frame-Event Alignment and Fusion Network for High Frame Rate Tracking