3 papers
cs.CV2026
High-Precision Edge Detection via Task-Adaptive Texture Handling and Ideal-Prior Guidance
Hao Shu
Image edge detection (ED) requires specialized architectures, reliable supervision, and rigorous evaluation criteria to ensure accurate localization. In this work, we present a fra…
cs.CV2025
Boosting Edge Detection with Pixel-wise Feature Selection: The Extractor-Selector Paradigm
Hao Shu
Deep learning has significantly advanced image edge detection (ED), primarily through improved feature extraction. However, most existing ED models apply uniform feature fusion acr…
cs.CV2025
Industrial-Grade Sensor Simulation via Gaussian Splatting: A Modular Framework for Scalable Editing and Full-Stack Validation
Xianming Zeng, Sicong Du, Qifeng Chen +13
Sensor simulation is pivotal for scalable validation of autonomous driving systems, yet existing Neural Radiance Fields (NeRF) based methods face applicability and efficiency chall…