LFX: Towards Unified Light Field Dense Semantic Segmentation and Salient Object Detection

ArXi:2503.00747v2 Announce Type: replace Light field cameras capture multi-view observations within a single exposure. However, existing studies are typically tailored to specific LF representations, leaving the field without a unified learning framework. To bridge this gap, we present LFX, the first unified framework for LF perception. LFX establishes a representation-invariant feature modulation space, enabling it to adapt to heterogeneous LF representations and diverse perception tasks.