22 citations · 33 across the 7 of their papers we have counts for
6 papers · 1 filter
From Pixels to Purchase: Building and Evaluating a Taxonomy-Decoupled Visual Search Engine for Home Goods E-commerce
Cheng Lyu, Jingyue Zhang, Ryan Maunu +3
Visual search is critical for e-commerce, especially in style-driven domains where user intent is subjective and open-ended. Existing industrial systems typically couple object det…
YOLO-PPA based Efficient Traffic Sign Detection for Cruise Control in Autonomous Driving
Jingyu Zhang, Wenqing Zhang, Chaoyi Tan +2
It is very important to detect traffic signs efficiently and accurately in autonomous driving systems. However, the farther the distance, the smaller the traffic signs. Existing ob…
Research on the Application of Computer Vision Based on Deep Learning in Autonomous Driving Technology
Jingyu Zhang, Jin Cao, Jinghao Chang +3
This research aims to explore the application of deep learning in autonomous driving computer vision technology and its impact on improving system performance. By using advanced te…
Mapping New Realities: Ground Truth Image Creation with Pix2Pix Image-to-Image Translation
Zhenglin Li, Bo Guan, Yuanzhou Wei +3
Generative Adversarial Networks (GANs) have significantly advanced image processing, with Pix2Pix being a notable framework for image-to-image translation. This paper explores a no…
Advanced Feature Manipulation for Enhanced Change Detection Leveraging Natural Language Models
Zhenglin Li, Yangchen Huang, Mengran Zhu +3
Change detection is a fundamental task in computer vision that processes a bi-temporal image pair to differentiate between semantically altered and unaltered regions. Large languag…
Cross-modal and Cross-domain Knowledge Transfer for Label-free 3D Segmentation
Jingyu Zhang, Huitong Yang, Dai-Jie Wu +4
Current state-of-the-art point cloud-based perception methods usually rely on large-scale labeled data, which requires expensive manual annotations. A natural option is to explore…