Scholar
Yanlin Qian
Google Scholar ID: EMnEhLIAAAAJ
DJI/Hasselblad, Tampere University
Citations & Impact
Citations
616
H-index
9
i10-index
9
Publications
20
Co-authors
12
list available
Publications
Resume (English only)
Academic Achievements
- Learning Triangular Distribution in Visual World, CVPR 2024 (corresponding author): proposed an injective function mapping feature difference to label difference using triangular distribution, validated on facial age recognition, illumination chromaticity estimation, and aesthetics assessment
- Point Cloud Color Constancy, CVPR 2022 (equal first author): first AWB work addressing the problem in 3D point clouds captured with RGB and TOF sensors
- Fast Fourier Intrinsic Network, WACV 2020: proposed FFI-Net operating in the spectral domain for albedo-shading decomposition
- SDE-AWB: a Generic Solution for 2nd International Illumination Estimation Challenge, ICMV 2020: ranked 1st in indoor and two-illuminant tracks, 2nd in general track
- A Benchmark for Temporal Color Constancy, ECCV Workshop 2020: introduced a 600-video dataset and the efficient TCC-Net
- Cascading Convolutional Color Constancy, AAAI 2020: achieved state-of-the-art results on Gehlershi and NUS 8-camera datasets
- On Finding Gray Pixels, CVPR 2019: presented an accurate method for selecting gray pixels for illumination estimation
- Revisiting Gray Pixel for Statistical Illumination Estimation, VISSAP 2019: improved gray pixel selection via clustering
- Flash Lightens Gray Pixels, ICIP 2019: leveraged flash photography to assist gray pixel selection
- Fast Fourier Color Constancy and Grayness Index, ISPA 2019: ranked 3rd and 6th in the Illumination Estimation Challenge with Fourier-based and gray-pixel-based methods respectively
