VehicleGAN: Pair-flexible Pose Guided Image Synthesis for Vehicle Re-identification

no code implementations • 27 Nov 2023 • Baolu Li, Ping Liu, Lan Fu, Jinlong Li, Jianwu Fang, Zhigang Xu, Hongkai Yu

Vehicle Re-identification (Re-ID) has been broadly studied in the last decade; however, the different camera view angle leading to confused discrimination in the feature subspace for the vehicles of various poses, is still challenging for the Vehicle Re-ID models in the real world.

Data Augmentation Image Generation +2

Deep Transfer Learning for Intelligent Vehicle Perception: a Survey

no code implementations • 26 Jun 2023 • Xinyu Liu, Jinlong Li, Jin Ma, Huiming Sun, Zhigang Xu, Tianyun Zhang, Hongkai Yu

To the best of our knowledge, this paper represents the first comprehensive survey on the topic of the deep transfer learning for intelligent vehicle perception.

Autonomous Driving Decision Making +2