21 citations · 31 across the 11 of their papers we have counts for
11 papers
ynamics: Language-Based Representation for Inferring Rigid-Body Dynamics From Videos
Chia-Hsiang Kao, Cong Phuoc Huynh, Chien-Yi Wang +5
Inferring rigid-body physical states and properties from monocular videos is a fundamental step toward physics-based perception and simulation. Existing approaches assume specific…
Fractional Macroscopic Fluctuation Theory for a Superdiffusive Ginzburg-Landau dynamics
Cedric Bernardin, Patricia Gonçalves, João Pedro Mangi
We investigate a boundary-driven Ginzburg-Landau dynamics with long-range interactions. In the hydrodynamic limit, the macroscopic evolution is governed by a fractional heat equati…
CRFace: Confidence Ranker for Model-Agnostic Face Detection Refinement
Noranart Vesdapunt, Baoyuan Wang
Face detection is a fundamental problem for many downstream face applications, and there is a rising demand for faster, more accurate yet support for higher resolution face detecto…
Personalized Face Modeling for Improved Face Reconstruction and Motion Retargeting
Bindita Chaudhuri, Noranart Vesdapunt, Linda Shapiro +1
Traditional methods for image-based 3D face reconstruction and facial motion retargeting fit a 3D morphable model (3DMM) to the face, which has limited modeling capacity and fail t…
JNR: Joint-based Neural Rig Representation for Compact 3D Face Modeling
Noranart Vesdapunt, Mitch Rundle, HsiangTao Wu +1
In this paper, we introduce a novel approach to learn a 3D face model using a joint-based face rig and a neural skinning network. Thanks to the joint-based representation, our mode…
Joint Face Detection and Facial Motion Retargeting for Multiple Faces
Bindita Chaudhuri, Noranart Vesdapunt, Baoyuan Wang
Facial motion retargeting is an important problem in both computer graphics and vision, which involves capturing the performance of a human face and transferring it to another 3D c…
Automatic Stroke Lesions Segmentation in Diffusion-Weighted MRI
Noranart Vesdapunt, Nongluk Covavisaruch
Diffusion-Weighted Magnetic Resonance Imaging (DWI) is widely used for early cerebral infarct detection caused by ischemic stroke. Manual segmentation is done by a radiologist as a…
Real-time Burst Photo Selection Using a Light-Head Adversarial Network
Baoyuan Wang, Noranart Vesdapunt, Utkarsh Sinha +1
We present an automatic moment capture system that runs in real-time on mobile cameras. The system is designed to run in the viewfinder mode and capture a burst sequence of frames…
Personalized Exposure Control Using Adaptive Metering and Reinforcement Learning
Huan Yang, Baoyuan Wang, Noranart Vesdapunt +2
We propose a reinforcement learning approach for real-time exposure control of a mobile camera that is personalizable. Our approach is based on Markov Decision Process (MDP). In th…
In Teacher We Trust: Learning Compressed Models for Pedestrian Detection
Jonathan Shen, Noranart Vesdapunt, Vishnu N. Boddeti +1
Deep convolutional neural networks continue to advance the state-of-the-art in many domains as they grow bigger and more complex. It has been observed that many of the parameters o…
Comparison of Optimization Methods in Optical Flow Estimation
Noranart Vesdapunt, Utkarsh Sinha
Optical flow estimation is a widely known problem in computer vision introduced by Gibson, J.J(1950) to describe the visual perception of human by stimulus objects. Estimation of o…