3 papers
cs.CV2026
MedVeriSeg: Teaching LISA-Like Medical Segmentation Models to Verify Query Validity Without Extra Training
Qinyue Tong, Xiaozhen Wang, Ziqian Lu +3
Despite recent progress in text-prompt-based medical image segmentation, existing LISA-like MLLM-based methods typically generate masks regardless of whether the target specified i…
cs.CV2026
GFRRN: Explore the Gaps in Single Image Reflection Removal
Yu Chen, Zewei He, Xingyu Liu +2
Prior dual-stream methods with the feature interaction mechanism have achieved remarkable performance in single image reflection removal (SIRR). However, they often struggle with (…
cs.CV2024
Hybrid Mask Generation for Infrared Small Target Detection with Single-Point Supervision
Weijie He, Mushui Liu, Yunlong Yu
Single-frame infrared small target (SIRST) detection poses a significant challenge due to the requirement to discern minute targets amidst complex infrared background clutter. In t…