ORSIFlow: Saliency-Guided Rectified Flow for Optical Remote Sensing Salient Object Detection

arXiv:2603.28584 · cs.CV · Submitted 2026-03-30 · Read on arXiv

cs.CV

Submitted: 2026-03-30

Updated: 2026-10-22

Comments: 2026 ICME Spotlight

Code: https://github.com/Ch3nSir/ORSIFlow

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Rectified Flow — 2× in this paper · explained in 3 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• Latent Space — 1× in this paper · explained in 7 episodes
• Mask Generation — 1× in this paper · explained in 3 episodes

Sources

• Flow Matching for Generative Modeling
• Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Related papers

• Loss Knows Best: Detecting Annotation Errors in Videos via Loss Trajectories
• AnchorWeave: World-Consistent Video Generation with Retrieved Local Spatial Memories
• Benchmarking the Robustness of Foundation Models for Mammography under Domain Shift
• MambaX-Net: Dual-Input Mamba-Enhanced Cross-Attention Network for Longitudinal MRI Segmentation
• TeleOCR: Navigating Document Parsing Across Digital and Camera-Captured Documents
• A Survey on Efficient Vision-Language-Action Models