Mengmeng xu

OpenTAD: A Unified Framework and Comprehensive Study of Temporal Action Detection featured image

OpenTAD: A Unified Framework and Comprehensive Study of Temporal Action Detection

Temporal action detection (TAD) is a fundamental video understanding task that aims to identify human actions and localize their temporal boundaries in videos. Although this field …

Shuming liu
ETAD: Training Action Detection End to End on a Laptop featured image

ETAD: Training Action Detection End to End on a Laptop

Untrimmed video understanding such as temporal action detection (TAD) often suffers from the pain of huge demand for computing resources. Because of long video durations and …

Shuming liu
SegTAD: Precise Temporal Action Detection via Semantic Segmentation featured image

SegTAD: Precise Temporal Action Detection via Semantic Segmentation

Temporal action detection (TAD) is an important yet challenging task in video analysis. Most existing works draw inspiration from image object detection and tend to reformulate it …

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Chen Zhao
G‑TAD: Sub‑Graph Localization for Temporal Action Detection featured image

G‑TAD: Sub‑Graph Localization for Temporal Action Detection

Temporal action detection is a fundamental yet challenging task in video understanding. Video context is a critical cue to effectively detect actions, but current works mainly …

Mengmeng xu