Search Results for author: Xiaolin Qin

Found 5 papers, 2 papers with code

Snapshot Reinforcement Learning: Leveraging Prior Trajectories for Efficiency

1 code implementation1 Mar 2024 Yanxiao Zhao, Yangge Qian, Tianyi Wang, Jingyang Shan, Xiaolin Qin

Deep reinforcement learning (DRL) algorithms require substantial samples and computational resources to achieve higher performance, which restricts their practical application and poses challenges for further development.

reinforcement-learning

YouTube-GDD: A challenging gun detection dataset with rich contextual information

1 code implementation8 Mar 2022 Yongxiang Gu, Xingbin Liao, Xiaolin Qin

An automatic gun detection system can detect potential gun-related violence at an early stage that is of paramount importance for citizens security.

object-detection Object Detection

Real-time Streaming Perception System for Autonomous Driving

no code implementations30 Jul 2021 Yongxiang Gu, Qianlei Wang, Xiaolin Qin

Nowadays, plenty of deep learning technologies are being applied to all aspects of autonomous driving with promising results.

Autonomous Driving Data Augmentation +3

Content-Augmented Feature Pyramid Network with Light Linear Spatial Transformers for Object Detection

no code implementations20 May 2021 Yongxiang Gu, Xiaolin Qin, Yuncong Peng, Lu Li

As one of the prevalent components, Feature Pyramid Network (FPN) is widely used in current object detection models for improving multi-scale object detection performance.

object-detection Object Detection

Single Bitmap Block Truncation Coding of Color Images Using Hill Climbing Algorithm

no code implementations13 Jul 2018 Lige Zhang, Xiaolin Qin, Qing Li, Haoyue Peng, Yu Hou

Compared with various schemes, the simulation results of the proposed scheme are better than that of the reference schemes in visual quality and time consumption.

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