Gastro-Intestinal Tract Segmentation Using an Explainable 3D Unet

no code implementations • 25 Sep 2023 • Kai Li, Jonathan Chan

This paper proposes a deep learning pipeline that incorporates XAI to address the challenges of organ segmentation.

Organ Segmentation Position

Realistic Differentially-Private Transmission Power Flow Data Release

1 code implementation • 25 Mar 2021 • David Smith, Frederik Geth, Elliott Vercoe, Andrew Feutrill, Ming Ding, Jonathan Chan, James Foster, Thierry Rakotoarivelo

For the modeling, design and planning of future energy transmission networks, it is vital for stakeholders to access faithful and useful power flow data, while provably maintaining the privacy of business confidentiality of service providers.

Online Detection of Action Start in Untrimmed, Streaming Videos

no code implementations • ECCV 2018 • Zheng Shou, Junting Pan, Jonathan Chan, Kazuyuki Miyazawa, Hassan Mansour, Anthony Vetro, Xavier Giro-i-Nieto, Shih-Fu Chang

We aim to tackle a novel task in action detection - Online Detection of Action Start (ODAS) in untrimmed, streaming videos.

Action Detection Generative Adversarial Network

CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos

1 code implementation • CVPR 2017 • Zheng Shou, Jonathan Chan, Alireza Zareian, Kazuyuki Miyazawa, Shih-Fu Chang

Temporal action localization is an important yet challenging problem.

Temporal Action Localization