Flash Lightens Gray Pixels

02/27/2019
by   Yanlin Qian, et al.
0

In the real world, a scene is usually cast by multiple illuminants and herein we address the problem of spatial illumination estimation. Our solution is based on detecting gray pixels with the help of flash photography. We show that flash photography significantly improves the performance of gray pixel detection without illuminant prior, training data or calibration of the flash. We also introduce a novel flash photography dataset generated from the MIT intrinsic dataset.

READ FULL TEXT

page 1

page 3

page 4

research
12/17/2017

Spatial As Deep: Spatial CNN for Traffic Scene Understanding

Convolutional neural networks (CNNs) are usually built by stacking convo...
research
01/09/2019

On Finding Gray Pixels

We propose a novel grayness index for finding gray pixels and demonstrat...
research
12/12/2018

Robust Point Light Source Estimation Using Differentiable Rendering

Illumination estimation is often used in mixed reality to re-render a sc...
research
10/23/2018

Consistency-aware Shading Orders Selective Fusion for Intrinsic Image Decomposition

We address the problem of decomposing a single image into reflectance an...
research
03/31/2021

Rethinking Style Transfer: From Pixels to Parameterized Brushstrokes

There have been many successful implementations of neural style transfer...
research
08/28/2016

Cast and Self Shadow Segmentation in Video Sequences using Interval based Eigen Value Representation

Tracking of motion objects in the surveillance videos is useful for the ...
research
05/02/2023

Class based Influence Functions for Error Detection

Influence functions (IFs) are a powerful tool for detecting anomalous ex...

Please sign up or login with your details

Forgot password? Click here to reset