80 citations
- University of Technology SydneyAU2 papers
- University of WaterlooCA2 papers
- ArtCenter College of DesignUS1 paper
- California Institute of TechnologyUS1 paper
- Carnegie Mellon UniversityUS1 paper
- Delft University of TechnologyNL1 paper
- Freie Universität BerlinDE1 paper
- Harvard UniversityUS1 paper
- Jet Propulsion LaboratoryUS1 paper
- Palo Alto Research CenterUS1 paper
- Princeton UniversityUS1 paper
- Stevens Institute of TechnologyUS1 paper
21 papers
Opening the Black Box of 3D Reconstruction Error Analysis with VECTOR
Racquel Fygenson, Kazi Jawad, Isabel Li +5
Reconstruction of 3D scenes from 2D images is a technical challenge that impacts domains from Earth and planetary sciences and space exploration to augmented and virtual reality. T…
A Visual Analytics Framework for Contrastive Network Analysis
Takanori Fujiwara, Jian Zhao, Francine Chen +1
A common network analysis task is comparison of two networks to identify unique characteristics in one network with respect to the other. For example, when comparing protein intera…
Face-to-Music Translation Using a Distance-Preserving Generative Adversarial Network with an Auxiliary Discriminator
Chelhwon Kim, Andrew Port, Mitesh Patel
Learning a mapping between two unrelated domains-such as image and audio, without any supervision is a challenging task. In this work, we propose a distance-preserving generative a…
Combining Deep Learning with Geometric Features for Image based Localization in the Gastrointestinal Tract
Jingwei Song, Mitesh Patel, Andreas Girgensohn +1
Tracking monocular colonoscope in the Gastrointestinal tract (GI) is a challenging problem as the images suffer from deformation, blurred textures, significant changes in appearanc…
Using Inaudible Audio to Improve Indoor-Localization- and Proximity-Aware Intelligent Applications
Scott A. Carter, Daniel Avrahami, Nami Tokunaga
While it is often critical for indoor-location- and proximity-aware applications to know whether a user is in a space or not (e.g., a specific room or office), a key challenge is t…
Using Topic Models to Mine Everyday Object Usage Routines Through Connected IoT Sensors
Yanxia Zhang, Hayley Hung
With the tremendous progress in sensing and IoT infrastructure, it is foreseeable that IoT systems will soon be available for commercial markets, such as in people's homes. In this…