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Found 12 papers, 4 papers with code
MRC-Net: 6-DoF Pose Estimation with MultiScale Residual Correlation
Connecting the two stages is a novel multi-scale residual correlation (MRC) layer that captures high-and-low level correspondences between the input image and rendering from first stage.
All-Weather Deep Outdoor Lighting Estimation
We use this network to label a large-scale dataset of LDR panoramas with lighting parameters and use them to train our single image outdoor lighting estimation network.
Fast Spatially-Varying Indoor Lighting Estimation
We propose a real-time method to estimate spatiallyvarying indoor lighting from a single RGB image.
MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics
Our model jointly learns a feature embedding for motion modes (that the motion sequence can be reconstructed from) and a feature transformation that represents the transition of one motion mode to the next motion mode.
Ranked #7 on
Human Pose Forecasting
on Human3.6M
(ADE metric)
Self-supervised Multi-view Person Association and Its Applications
Reliable markerless motion tracking of people participating in a complex group activity from multiple moving cameras is challenging due to frequent occlusions, strong viewpoint and appearance variations, and asynchronous video streams.
A Perceptual Measure for Deep Single Image Camera Calibration
This network is trained using automatically generated samples from a large-scale panorama dataset, and considerably outperforms other methods, including recent deep learning-based approaches, in terms of standard L2 error.
Reflectance Capture Using Univariate Sampling of BRDFs
A collocated setup provides only a 1-D "univariate" sampling of the 4-D BRDF.
Illuminant Spectra-based Source Separation Using Flash Photography
Real-world lighting often consists of multiple illuminants with different spectra.
Neural Face Editing with Intrinsic Image Disentangling
Traditional face editing methods often require a number of sophisticated and task specific algorithms to be applied one after the other --- a process that is tedious, fragile, and computationally intensive.
A Visual Representation for Editing Face Images
First, it allows a user to directly manipulate various illumination.
Deep Outdoor Illumination Estimation
We present a CNN-based technique to estimate high-dynamic range outdoor illumination from a single low dynamic range image.
Ranked #1 on
Outdoor Light Source Estimation
on SUN360
Specular Reflection Separation Using Dark Channel Prior
Our method is based on a novel observation that for most natural images the dark channel can provide an approximate specular-free image.
