Publications | Research

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Computer Vision

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2016

A Patch Memory System For Image Processing and Computer Vision.

Jason Clemons, Chih-Chi Cheng, Iuri Frosio, Daniel Johnson, Steve Keckler

Multilayer and Multimodal Fusion of Deep Neural Networks for Video Classification

Xiaodong Yang, Pavlo Molchanov, Jan Kautz

Learning to generalize to new compositions in image understanding

Yuval Atzmon, Jonathan Berant, Vahid Kezami, Amir Globerson, Gal Chechik

Reflectance Modeling by Neural Texture Synthesis

Miika Aittala, Timo Aila, Jaakko Lehtinen

Online Detection and Classification of Dynamic Hand Gestures with Recurrent 3D Convolutional Neural Networks

Pavlo Molchanov, Xiaodong Yang, Shaline Gupta, Kihwan Kim, Stephen Tyree, Jan Kautz

Accelerated Generative Models for 3D Point Cloud Data

Ben Eckart, Kihwan Kim, Alejandro Troccoli, Alonzo Kelly, Jan Kautz

2015

Robust Model-based 3D Head Pose Estimation

Gregory P Meyer, Shalini Gupta, Iuri Frosio, Dikpal Reddy, Jan Kautz

MLMD: Maximum Likelihood Mixture Decoupling for Fast and Accurate Point Cloud Registration

Ben Eckart, Kihwan Kim, Alejandro Troccoli, Alonzo Kelly, Jan Kautz

Retrieving Gray-Level Information from a Binary Sensor and its Application to Gesture Detection

Orazio Gallo, Iuri Frosio, Leonardo Gasparini, Kari Pulli, Massimo Gottardi

Hand Gesture Recognition with 3D Convolutional Neural Networks

Pavlo Molchanov, Shalini Gupta, Kihwan Kim, Jan Kautz

Winner (1st place) Hand Gesture Recognition Challenge

Filtering Environment Illumination for Interactive Physically-Based Rendering in Mixed Reality

Soham Uday Mehta, Kihwan Kim, Dawid Pajak, Kari Pulli, Jan Kautz, Ravi Ramamoorthi

Camera Re-calibration after Zooming based on Sets of Conics

Iuri Frosio, Cristina Turrini, Alberto Alzati

Adaptive Segmentation based on a Learned Quality Metric

Iuri Frosio, Ed Ratner