no code implementations • ECCV 2020 • Xuejian Rong, Denis Demandolx, Kevin Matzen, Priyam Chatterjee, YingLi Tian
As a result, imaging pipelines often rely on computational photography to improve SNR by fusing multiple short exposures.
no code implementations • CVPR 2023 • Linyi Jin, Jianming Zhang, Yannick Hold-Geoffroy, Oliver Wang, Kevin Matzen, Matthew Sticha, David F. Fouhey
We propose perspective fields as a representation that models the local perspective properties of an image.
1 code implementation • 27 Aug 2020 • Johannes Kopf, Kevin Matzen, Suhib Alsisan, Ocean Quigley, Francis Ge, Yangming Chong, Josh Patterson, Jan-Michael Frahm, Shu Wu, Matthew Yu, Peizhao Zhang, Zijian He, Peter Vajda, Ayush Saraf, Michael Cohen
3D photos are static in time, like traditional photos, but are displayed with interactive parallax on mobile or desktop screens, as well as on Virtual Reality devices, where viewing it also includes stereo.
3 code implementations • 30 Apr 2020 • Xuan Luo, Jia-Bin Huang, Richard Szeliski, Kevin Matzen, Johannes Kopf
We present an algorithm for reconstructing dense, geometrically consistent depth for all pixels in a monocular video.
1 code implementation • ICCV 2019 • Utkarsh Mall, Kevin Matzen, Bharath Hariharan, Noah Snavely, Kavita Bala
Understanding fashion styles and trends is of great potential interest to retailers and consumers alike.
no code implementations • 15 May 2019 • Xuaner Zhang, Kevin Matzen, Vivien Nguyen, Dillon Yao, You Zhang, Ren Ng
We present a system that synthetically renders refocusable video from a deep DOF video shot with a smartphone, and analyzes future video frames to deliver context-aware autofocus for the current frame.
1 code implementation • CVPR 2018 • Po-Han Huang, Kevin Matzen, Johannes Kopf, Narendra Ahuja, Jia-Bin Huang
We present DeepMVS, a deep convolutional neural network (ConvNet) for multi-view stereo reconstruction.
3 code implementations • ECCV 2018 • Clément Godard, Kevin Matzen, Matt Uyttendaele
One strategy for mitigating noise in a low-light situation is to increase the shutter time of the camera, thus allowing each photosite to integrate more light and decrease noise variance.
2 code implementations • 6 Jun 2017 • Kevin Matzen, Kavita Bala, Noah Snavely
Each day billions of photographs are uploaded to photo-sharing services and social media platforms.
no code implementations • 7 May 2016 • Peter Radecki, Mark Campbell, Kevin Matzen
A novel probabilistic perception algorithm is presented as a real-time joint solution to data association, object tracking, and object classification for an autonomous ground vehicle in all-weather conditions.
no code implementations • ICCV 2015 • Kevin Matzen, Noah Snavely
We propose a new method for turning an Internet-scale corpus of categorized images into a small set of human-interpretable discriminative visual elements using powerful tools based on deep learning.