18 citations · 38 across the 9 of their papers we have counts for
4 papers · 1 filter
TextBoost: Boosting Scene Text Fidelity in Ultra-low Bitrate Image Compression
Bingxin Wang, Yuan Lan, Zhaoyi Sun +2
Ultra-low bitrate image compression faces a critical challenge: preserving small-font scene text while maintaining overall visual quality. Region-of-interest (ROI) bit allocation c…
ElasticLaneNet: An Efficient Geometry-Flexible Approach for Lane Detection
Yaxin Feng, Yuan Lan, Luchan Zhang +1
The task of lane detection involves identifying the boundaries of driving areas in real-time. Recognizing lanes with variable and complex geometric structures remains a challenge.…
Elastic Interaction Energy-Informed Real-Time Traffic Scene Perception
Yaxin Feng, Yuan Lan, Luchan Zhang +2
Urban segmentation and lane detection are two important tasks for traffic scene perception. Accuracy and fast inference speed of visual perception are crucial for autonomous drivin…
Feature Flow Regularization: Improving Structured Sparsity in Deep Neural Networks
Yue Wu, Yuan Lan, Luchan Zhang +1
Pruning is a model compression method that removes redundant parameters in deep neural networks (DNNs) while maintaining accuracy. Most available filter pruning methods require com…