3 papers
cs.CV2026
BAWSeg: A UAV Multispectral Benchmark for Barley Weed Segmentation
Haitian Wang, Xinyu Wang, Muhammad Ibrahim +2
Accurate weed mapping in cereal fields requires pixel-level segmentation from UAV imagery that remains reliable across fields, seasons, and illumination. Existing multispectral pip…
cs.CV2025
Codebook-Based Adaptive Feature Compression With Semantic Enhancement for Edge-Cloud Systems
Xinyu Wang, Zikun Zhou, Yingjian Li +2
Coding images for machines with minimal bitrate and strong analysis performance is key to effective edge-cloud systems. Several approaches deploy an image codec and perform analysi…
cs.CV2025
Green Video Camouflaged Object Detection
Xinyu Wang, Hong-Shuo Chen, Zhiruo Zhou +3
Camouflaged object detection (COD) aims to distinguish hidden objects embedded in an environment highly similar to the object. Conventional video-based COD (VCOD) methods explicitl…