Search Results for author: Douglas Creighton

Found 2 papers, 1 papers with code

HSViT: Horizontally Scalable Vision Transformer

2 code implementations8 Apr 2024 Chenhao Xu, Chang-Tsun Li, Chee Peng Lim, Douglas Creighton

While the Vision Transformer (ViT) architecture gains prominence in computer vision and attracts significant attention from multimedia communities, its deficiency in prior knowledge (inductive bias) regarding shift, scale, and rotational invariance necessitates pre-training on large-scale datasets.

Inductive Bias

Deep Learning Techniques for Video Instance Segmentation: A Survey

no code implementations19 Oct 2023 Chenhao Xu, Chang-Tsun Li, Yongjian Hu, Chee Peng Lim, Douglas Creighton

Video instance segmentation, also known as multi-object tracking and segmentation, is an emerging computer vision research area introduced in 2019, aiming at detecting, segmenting, and tracking instances in videos simultaneously.

Action Recognition Instance Segmentation +6

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