Publications

[CVPR 2022] How Much Does Input Data Type Impact Final Face Model Accuracy?

We have quantified and analyzed the base-line reconstruction accuracy of a face model as a function of source data type commonly used in the domain.

Jiahao Luo, Fahim Khan, Issei Mori, Akila de Silva, Eric Ruezga, Minghao Liu, Alex Pang, James Davis

[CVPR 2022] How Much Does Input Data Type Impact Final Face Model Accuracy?

Flow-Based Rip Current Detection and Visualization

This paper investigates several flow visualization methods and tunes them to detect rip currents.

Issei Mori, Akila de Silva, Gregory Dusek, James Davis, Alex Pang

Flow-Based Rip Current Detection and Visualization

[ICIP 2021] Face Models: How Good Does My Data Need To Be?

We have quantified and analyzed the base-line reconstruction accuracy of a face model as a function of source data type commonly used in the domain.

Jiahao Luo, Fahim Khan, Issei Mori, Akila de Silva, Eric Ruezga, James Davis

[ICIP 2021] Face Models: How Good Does My Data Need To Be?

[ALIFE 2021] Physarum Telam

Best Art Award at ALIFE 2021. Designed an interactive 3D visualization of cosmological data, rendered with Slime Mold material using a physically-based volumetric path tracer.

Issei Mori, Oskar Elek, Joseph N. Burchett, Angus Forbes

Automated rip current detection with region based convolutional neural networks

This paper presents a machine learning approach for the automatic identification of rip currents with breaking waves.

Akila de Silva, Issei Mori, Gregory Dusek, James Davis, Alex Pang

Automated rip current detection with region based convolutional neural networks

How might we leverage AI to understand, identify and mitigate newsroom biases?

Speaker at Journalism AI Festival 2020. We have developed a system to identify female representation in news article images in an International journalism team.

Delfina Arambillet, Agnes Stenbom, Yosuke Suzuki, Aurore Malval, Michaëla Cancela Kieffer, Florencia Coelho, Jane Barrett, Issei Mori, Ruth Kuehn, Paul Gallagher

How might we leverage AI to understand, identify and mitigate newsroom biases?

From Lifeguards to AI: Advancing Rip Current Forecasting Through New Detection Methods

Observing rip currents can be extremely challenging. The energetic and constantly changing surf zone coupled with a lack of …

Greg Dusek, Michael Churma, Jung-Sun Im, Alex Pang, Akila de Silva, Issei Mori