3 papers
cs.CV2026
EventSeeColor: Learning to Reconstruct Color from Monochrome Events
Chuanzhi Xu, Langyi Chen, Haoxian Zhou +5
Event cameras capture visual brightness changes under challenging lighting conditions. However, traditional event-based image reconstruction targets grayscale intensity and produce…
cs.CV2026
CrossWeaver: Cross-modal Weaving for Arbitrary-Modality Semantic Segmentation
Zelin Zhang, Kedi Li, Huiqi Liang +3
Multimodal semantic segmentation has shown great potential in leveraging complementary information across diverse sensing modalities. However, existing approaches often rely on car…
cs.CV2025
EGFormer: Towards Efficient and Generalizable Multimodal Semantic Segmentation
Zelin Zhang, Tao Zhang, KediLI +1
Recent efforts have explored multimodal semantic segmentation using various backbone architectures. However, while most methods aim to improve accuracy, their computational efficie…