551 citations · 949 across the 26 of their papers we have counts for
44 papers · 1 filter
Hybrid-Learning Video Moment Retrieval across Multi-Domain Labels
Weitong Cai, Jiabo Huang, Shaogang Gong
Video moment retrieval (VMR) is to search for a visual temporal moment in an untrimmed raw video by a given text query description (sentence). Existing studies either start from co…
Towards Generalisable Video Moment Retrieval: Visual-Dynamic Injection to Image-Text Pre-Training
Dezhao Luo, Jiabo Huang, Shaogang Gong +2
The correlation between the vision and text is essential for video moment retrieval (VMR), however, existing methods heavily rely on separate pre-training feature extractors for vi…
Feature-Distribution Perturbation and Calibration for Generalized Person ReID
Qilei Li, Jiabo Huang, Jian Hu +1
Person Re-identification (ReID) has been advanced remarkably over the last 10 years along with the rapid development of deep learning for visual recognition. However, the i.i.d. (i…
Local-Global Associative Frame Assemble in Video Re-ID
Qilei Li, Jiabo Huang, Shaogang Gong
Noisy and unrepresentative frames in automatically generated object bounding boxes from video sequences cause significant challenges in learning discriminative representations in v…
Decentralised Person Re-Identification with Selective Knowledge Aggregation
Shitong Sun, Guile Wu, Shaogang Gong
Existing person re-identification (Re-ID) methods mostly follow a centralised learning paradigm which shares all training data to a collection for model learning. This paradigm is…
Cross-Sentence Temporal and Semantic Relations in Video Activity Localisation
Jiabo Huang, Yang Liu, Shaogang Gong +1
Video activity localisation has recently attained increasing attention due to its practical values in automatically localising the most salient visual segments corresponding to the…