no code implementations • 1 Nov 2022 • Andrea Pilzer, Yuxin Hou, Niki Loppi, Arno Solin, Juho Kannala
We introduce visual hints expansion for guiding stereo matching to improve generalization.
1 code implementation • 5 Jan 2021 • Yuxin Hou, Arno Solin, Juho Kannala
Flow predictions enable the target view to re-use pixels directly, but can easily lead to distorted results.
1 code implementation • ICCV 2021 • Yuxin Hou, Eleonora Vig, Michael Donoser, Loris Bazzani
Interactive retrieval for online fashion shopping provides the ability of changing image retrieval results according to the user feedback.
1 code implementation • 18 Oct 2020 • Yuxin Hou, Muhammad Kamran Janjua, Juho Kannala, Arno Solin
We propose a method for fusing stereo disparity estimation with movement-induced prior information.
2 code implementations • NeurIPS 2020 • Ari Heljakka, Yuxin Hou, Juho Kannala, Arno Solin
These networks can faithfully reproduce individual real-world input images like regular autoencoders, but also generate a fused sample from an arbitrary combination of several such images, allowing instantaneous 'style-mixing' and other new applications.
1 code implementation • 6 Dec 2019 • Yuxin Hou, Ari Heljakka, Arno Solin
While frame-independent predictions with deep neural networks have become the prominent solutions to many computer vision tasks, the potential benefits of utilizing correlations between frames have received less attention.
no code implementations • 2 Jun 2019 • Santiago Cortés Reina, Yuxin Hou, Juho Kannala, Arno Solin
Modern smartphones have all the sensing capabilities required for accurate and robust navigation and tracking.
1 code implementation • ICCV 2019 • Yuxin Hou, Juho Kannala, Arno Solin
The flexibility of the Gaussian process (GP) prior provides adapting memory for fusing information from previous views.
1 code implementation • 6 Feb 2019 • Yuxin Hou, Arno Solin, Juho Kannala
This paper presents a novel method, MaskMVS, to solve depth estimation for unstructured multi-view image-pose pairs.