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Preprint Aug 2026

TDFNet: Tri-projection Deformable Fusion Network for Panoramic Salient Object Detection

Recent years have witnessed the growing potential of panoramic salient object detection in robotic vision, virtual reality, and related applications. However, projecting spherical scenes onto 2D planes inevitably introduces geometric distortions, which fundamentally limit the effectiveness of existing projection-based...

Qiangqiang Zhou, Jiacong Yu, Jia-Wei Xu et al. · 2 citations
Preprint Sep 2026

ViCo-SAM3: Vision-Conditioned Alignment for Open-Vocabulary Camouflaged Object Segmentation

This work proposes ViCo-SAM3, a Vision-Conditioned alignment framework designed for OVCOS, which introduces vision-conditioned (ViCo) module, which dynamically modulates text embeddings with global visual context, enabling textual representations to adapt to the current image content and thereby effectively bridges the...

Qiang-Qiang Zhou, Wengang Tang, Yong Chen et al. · 1 citation

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