6 papers
SAS-Net: Cross-Domain Image Registration as Inverse Rendering via Structure-Appearance Factorization
Jiahao Qin
Cross-domain image registration requires aligning images acquired under heterogeneous imaging physics, where the classical brightness constancy assumption is fundamentally violated…
Deformation-Free Cross-Domain Image Registration via Position-Encoded Temporal Attention
Yiwen Wang, Jiahao Qin
We address the problem of cross-domain image registration, where paired images exhibit coupled geometric misalignment and domain-specific appearance shift. We formalize this as a f…
PCReg-Net: Progressive Contrast-Guided Registration for Cross-Domain Image Alignment
Jiahao Qin
Deformable image registration across heterogeneous domains remains challenging because coupled appearance variation and geometric misalignment violate the brightness constancy assu…
MSMF: Multi-Scale Multi-Modal Fusion for Enhanced Stock Market Prediction
Jiahao Qin
This paper presents MSMF (Multi-Scale Multi-Modal Fusion), a novel approach for enhanced stock market prediction. MSMF addresses key challenges in multi-modal stock analysis by int…
Zoom and Shift are All You Need
Jiahao Qin
Feature alignment serves as the primary mechanism for fusing multimodal data. We put forth a feature alignment approach that achieves full integration of multimodal information. Th…
MIPI 2024 Challenge on Few-shot RAW Image Denoising: Methods and Results
Xin Jin, Chunle Guo, Xiaoming Li +39
The increasing demand for computational photography and imaging on mobile platforms has led to the widespread development and integration of advanced image sensors with novel algor…