no code implementations • 31 Oct 2024 • Ce Zhou, Qiben Yan, Daniel Kent, Guangjing Wang, Weikang Ding, Ziqi Zhang, Hayder Radha
Monocular Depth Estimation (MDE) is a pivotal component of vision-based Autonomous Driving (AD) systems, enabling vehicles to estimate the depth of surrounding objects using a single camera image.
no code implementations • 1 Oct 2024 • Guangjing Wang, Juexing Wang, Ce Zhou, Weikang Ding, Huacheng Zeng, TianXing Li, Qiben Yan
Expression recognition holds great promise for applications such as content recommendation and mental healthcare by accurately detecting users' emotional states.
no code implementations • 25 Sep 2024 • Ce Zhou, Qiben Yan, Sijia Liu
In this paper, we introduce an adversarial 3D projection attack specifically targeting object detection in autonomous driving scenarios.
no code implementations • 25 Sep 2024 • Ce Zhou, Qiben Yan, Daniel Kent, Guangjing Wang, Ziqi Zhang, Hayder Radha
The results highlight the significant impact of LensAttack on the accuracy of depth estimation in AD systems.
no code implementations • 4 Sep 2024 • Guangjing Wang, Hanqing Guo, Yuanda Wang, Bocheng Chen, Ce Zhou, Qiben Yan
Hippo achieves fine-grained control over the disclosure of sensitive information without requiring private labels.
1 code implementation • 6 Aug 2024 • Yunfei Xie, Ce Zhou, Lang Gao, Juncheng Wu, Xianhang Li, Hong-Yu Zhou, Sheng Liu, Lei Xing, James Zou, Cihang Xie, Yuyin Zhou
We then build a comprehensive knowledge base and prompt multimodal large language models to perform retrieval-augmented generation with the identified ROIs as guidance, resulting in multigranular texual descriptions.
Medical Visual Question Answering
Visual Question Answering (VQA)
no code implementations • 20 Nov 2023 • Guangjing Wang, Ce Zhou, Yuanda Wang, Bocheng Chen, Hanqing Guo, Qiben Yan
This survey offers a holistic understanding of the prevailing transferable attacks and their impacts across different domains.
no code implementations • 12 Jul 2023 • Ce Zhou
So it demonstrates that this SSVEP-based BCI-controlled wheelchair has a huge potential to be applied to disabled people in the future.
no code implementations • 18 Feb 2023 • Ce Zhou, Qian Li, Chen Li, Jun Yu, Yixin Liu, Guangjing Wang, Kai Zhang, Cheng Ji, Qiben Yan, Lifang He, Hao Peng, JianXin Li, Jia Wu, Ziwei Liu, Pengtao Xie, Caiming Xiong, Jian Pei, Philip S. Yu, Lichao Sun
This study provides a comprehensive review of recent research advancements, challenges, and opportunities for PFMs in text, image, graph, as well as other data modalities.
no code implementations • 7 Oct 2021 • Ce Zhou, Qiben Yan, Yan Shi, Lichao Sun
By exploiting the weaknesses of the stereo matching in depth estimation algorithms and the lens flare effect in optical imaging, we propose DoubleStar, a long-range attack that injects fake obstacle depth by projecting pure light from two complementary light sources.
no code implementations • ICCV 2017 • Qing Guo, Wei Feng, Ce Zhou, Rui Huang, Liang Wan, Song Wang
How to effectively learn temporal variation of target appearance, to exclude the interference of cluttered background, while maintaining real-time response, is an essential problem of visual object tracking.
Ranked #5 on
Visual Object Tracking
on OTB-2013