Search Results for author: Shichao Li

Found 12 papers, 7 papers with code

OpenDriver: an open-road driver state detection dataset

no code implementations9 Apr 2023 Delong Liu, Shichao Li

Therefore, in this paper, a large-scale multimodal driving dataset for driver impairment detection and biometric data recognition is designed and described.

Decision Making Electrocardiography (ECG)

Aircraft Ground Taxiing Deduction and Conflict Early Warning Method Based on Control Command Information

no code implementations4 Nov 2022 Jingchang Zhuge, Huiyuan Liang, Yiming Zhang, Shichao Li, Xinyu Yang, Jun Wu

Aircraft taxiing conflict is a threat to the safety of airport operations, mainly due to the human error in control command infor-mation.

Stereo Neural Vernier Caliper

1 code implementation21 Mar 2022 Shichao Li, Zechun Liu, Zhiqiang Shen, Kwang-Ting Cheng

We propose a new object-centric framework for learning-based stereo 3D object detection.

3D Object Detection Object +1

Joint stereo 3D object detection and implicit surface reconstruction

1 code implementation25 Nov 2021 Shichao Li, Kwang-Ting Cheng

We present a new learning-based framework S-3D-RCNN that can recover accurate object orientation in SO(3) and simultaneously predict implicit shapes for outdoor rigid objects from stereo RGB images.

3D Object Detection Hallucination +4

How Do Adam and Training Strategies Help BNNs Optimization?

no code implementations21 Jun 2021 Zechun Liu, Zhiqiang Shen, Shichao Li, Koen Helwegen, Dong Huang, Kwang-Ting Cheng

We show the regularization effect of second-order momentum in Adam is crucial to revitalize the weights that are dead due to the activation saturation in BNNs.

Cascaded deep monocular 3D human pose estimation with evolutionary training data

1 code implementation CVPR 2020 Shichao Li, Lei Ke, Kevin Pratama, Yu-Wing Tai, Chi-Keung Tang, Kwang-Ting Cheng

End-to-end deep representation learning has achieved remarkable accuracy for monocular 3D human pose estimation, yet these models may fail for unseen poses with limited and fixed training data.

Data Augmentation Monocular 3D Human Pose Estimation +3

Facial age estimation by deep residual decision making

2 code implementations28 Aug 2019 Shichao Li, Kwang-Ting Cheng

Residual representation learning simplifies the optimization problem of learning complex functions and has been widely used by traditional convolutional neural networks.

Age Estimation Decision Making +1

Visualizing the decision-making process in deep neural decision forest

1 code implementation19 Apr 2019 Shichao Li, Kwang-Ting Cheng

Deep neural decision forest (NDF) achieved remarkable performance on various vision tasks via combining decision tree and deep representation learning.

Decision Making General Classification +2

Deep Hierarchical Machine: a Flexible Divide-and-Conquer Architecture

no code implementations3 Dec 2018 Shichao Li, Xin Yang, Tim Cheng

We propose Deep Hierarchical Machine (DHM), a model inspired from the divide-and-conquer strategy while emphasizing representation learning ability and flexibility.

Face Alignment General Classification +3

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