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cs.CV2026

FlashNormal: Detailed Surface Normal Estimation from Flash and No-Flash Images

Ruiyang Chen, Feiran Li, Heng Guo +1

High-quality surface normal estimation is preferred for detailed surface shape recovery and image editing. Existing single image-based methods, though being a practical setup, ofte…

cs.CV2026

OFGS: On-the-Fly Feed-Forward 3D Gaussian Splatting from Unposed Images

Ruiyang Chen, Feiran Li, Chu Zhou +3

Feed-forward 3D Gaussian Splatting (3DGS) enables efficient and high-fidelity novel view synthesis (NVS) from offline image sequences. However, achieving on-the-fly NVS from unpose…

cs.CV2026

Generating HDR Video from SDR Video

SaiKiran Tedla, Francesco Banterle, Trevor Canham +6

The high dynamic range (HDR) video ecosystem is approaching maturity, but the problem of upconverting legacy standard dynamic range (SDR) videos persists without a convincing solut…

cs.CV2025

PAGen: Phase-guided Amplitude Generation for Domain-adaptive Object Detection

Shuchen Du, Shuo Lei, Feiran Li +2

Unsupervised domain adaptation (UDA) greatly facilitates the deployment of neural networks across diverse environments. However, most state-of-the-art approaches are overly complex…

cs.CV2025

AIM 2025 Challenge on Real-World RAW Image Denoising

Feiran Li, Jiacheng Li, Marcos V. Conde +4

We introduce the AIM 2025 Real-World RAW Image Denoising Challenge, aiming to advance efficient and effective denoising techniques grounded in data synthesis. The competition is bu…

cs.CV2025

Beyond RGB: Adaptive Parallel Processing for RAW Object Detection

Shani Gamrian, Hila Barel, Feiran Li +2

Object detection models are typically applied to standard RGB images processed through Image Signal Processing (ISP) pipelines, which are designed to enhance sensor-captured RAW im…