4 papers
Driver Attention Tracking and Analysis
Dat Viet Thanh Nguyen, Anh Tran, Hoai Nam Vu +2
We propose a novel method to estimate a driver's points-of-gaze using a pair of ordinary cameras mounted on the windshield and dashboard of a car. This is a challenging problem due…
Blur2Blur: Blur Conversion for Unsupervised Image Deblurring on Unknown Domains
Bang-Dang Pham, Phong Tran, Anh Tran +3
This paper presents an innovative framework designed to train an image deblurring algorithm tailored to a specific camera device. This algorithm works by transforming a blurry inpu…
Nonparametric assessment of regimen response curve estimators
Cuong Pham, Benjamin R. Baer, Ashkan Ertefaie
Marginal structural models have been widely used in causal inference to estimate mean outcomes under either a static or a prespecified set of treatment decision rules. This approac…
HyperCUT: Video Sequence from a Single Blurry Image using Unsupervised Ordering
Bang-Dang Pham, Phong Tran, Anh Tran +3
We consider the challenging task of training models for image-to-video deblurring, which aims to recover a sequence of sharp images corresponding to a given blurry image input. A c…