Review on Decarbonizing the Transportation Sector in China: Overview, Analysis, and Perspectives

no code implementations • 1 Oct 2023 • Jiewei Li, Ling Jin, Han Deng, Lin Yang

This review identifies challenges and effective strategies to decarbonize China's rapidly growing transportation sector, currently the third largest carbon emitter, considering China's commitment to peak carbon emissions by 2030 and achieve carbon neutrality by 2060.

Decision Making

Depth Estimation Matters Most: Improving Per-Object Depth Estimation for Monocular 3D Detection and Tracking

no code implementations • 8 Jun 2022 • Longlong Jing, Ruichi Yu, Henrik Kretzschmar, Kang Li, Charles R. Qi, Hang Zhao, Alper Ayvaci, Xu Chen, Dillon Cower, Yingwei Li, Yurong You, Han Deng, CongCong Li, Dragomir Anguelov

Monocular image-based 3D perception has become an active research area in recent years owing to its applications in autonomous driving.

Autonomous Driving Depth Estimation

SkullEngine: A Multi-stage CNN Framework for Collaborative CBCT Image Segmentation and Landmark Detection

no code implementations • 7 Oct 2021 • Qin Liu, Han Deng, Chunfeng Lian, Xiaoyang Chen, Deqiang Xiao, Lei Ma, Xu Chen, Tianshu Kuang, Jaime Gateno, Pew-Thian Yap, James J. Xia

We propose a multi-stage coarse-to-fine CNN-based framework, called SkullEngine, for high-resolution segmentation and large-scale landmark detection through a collaborative, integrated, and scalable JSD model and three segmentation and landmark detection refinement models.

Image Segmentation Segmentation +1

Spatially-Invariant Style-Codes Controlled Makeup Transfer

1 code implementation • CVPR 2021 • Han Deng, Chu Han, Hongmin Cai, Guoqiang Han, Shengfeng He

In this paper, we take a different perspective to break down the makeup transfer problem into a two-step extraction-assignment process.