Search Results for author: Yuxin Hou

Found 9 papers, 7 papers with code

Novel View Synthesis via Depth-guided Skip Connections

1 code implementation5 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.

Novel View Synthesis

Learning Attribute-Driven Disentangled Representations for Interactive Fashion Retrieval

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.

Attribute Disentanglement +2

Movement-induced Priors for Deep Stereo

1 code implementation18 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.

Disparity Estimation Stereo Disparity Estimation

Deep Automodulators

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.

Disentanglement

Gaussian Process Priors for View-Aware Inference

1 code implementation6 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.

Novel View Synthesis Translation

Iterative Path Reconstruction for Large-Scale Inertial Navigation on Smartphones

no code implementations2 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.

Motion Estimation

Multi-View Stereo by Temporal Nonparametric Fusion

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.

Depth Estimation Disparity Estimation

Unstructured Multi-View Depth Estimation Using Mask-Based Multiplane Representation

1 code implementation6 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.

Depth Estimation

Cannot find the paper you are looking for? You can Submit a new open access paper.