83 citations · 110 across the 4 of their papers we have counts for
5 papers
Beyond Realism: Learning the Art of Expressive Composition with StickerNet
Haoming Lu, David Kocharian, Humphrey Shi
As a widely used operation in image editing workflows, image composition has traditionally been studied with a focus on achieving visual realism and semantic plausibility. However,…
TrueSkin: Towards Fair and Accurate Skin Tone Recognition and Generation
Haoming Lu
Skin tone recognition and generation play important roles in model fairness, healthcare, and generative AI, yet they remain challenging due to the lack of comprehensive datasets an…
Can Vision-Language Models Replace Human Annotators: A Case Study with CelebA Dataset
Haoming Lu, Feifei Zhong
This study evaluates the capability of Vision-Language Models (VLMs) in image data annotation by comparing their performance on the CelebA dataset in terms of quality and cost-effe…
Deep Learning for 3D Point Cloud Understanding: A Survey
Haoming Lu, Humphrey Shi
The development of practical applications, such as autonomous driving and robotics, has brought increasing attention to 3D point cloud understanding. While deep learning has achiev…
SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems
Xiaofan Zhang, Haoming Lu, Cong Hao +9
Object detection and tracking are challenging tasks for resource-constrained embedded systems. While these tasks are among the most compute-intensive tasks from the artificial inte…