Search Results for author: Chunhui Gu

Found 6 papers, 2 papers with code

Propensity-score matching analysis in COVID-19-related studies: a method and quality systematic review

no code implementations10 Mar 2024 Chunhui Gu, Ruosha Li, Guoqiang Zhang

Conclusions: The reporting quality of the PSM analysis is suboptimal in some COVID-19 epidemiological studies.

ParGANDA: Making Synthetic Pedestrians A Reality For Object Detection

no code implementations21 Jul 2023 Daria Reshetova, Guanhang Wu, Marcel Puyat, Chunhui Gu, Huizhong Chen

Object detection is the key technique to a number of Computer Vision applications, but it often requires large amounts of annotated data to achieve decent results.

Generative Adversarial Network Image-to-Image Translation +4

TDT: Teaching Detectors to Track without Fully Annotated Videos

no code implementations11 May 2022 Shuzhi Yu, Guanhang Wu, Chunhui Gu, Mohammed E. Fathy

However, their success depends on the availability of videos that are fully annotated with tracking data, which is expensive and hard to obtain.

Multi-Object Tracking

Towards a Semantic Perceptual Image Metric

no code implementations1 Aug 2018 Troy Chinen, Johannes Ballé, Chunhui Gu, Sung Jin Hwang, Sergey Ioffe, Nick Johnston, Thomas Leung, David Minnen, Sean O'Malley, Charles Rosenberg, George Toderici

We present a full reference, perceptual image metric based on VGG-16, an artificial neural network trained on object classification.

Image Quality Assessment

AVA: A Video Dataset of Spatio-temporally Localized Atomic Visual Actions

8 code implementations CVPR 2018 Chunhui Gu, Chen Sun, David A. Ross, Carl Vondrick, Caroline Pantofaru, Yeqing Li, Sudheendra Vijayanarasimhan, George Toderici, Susanna Ricco, Rahul Sukthankar, Cordelia Schmid, Jitendra Malik

The AVA dataset densely annotates 80 atomic visual actions in 430 15-minute video clips, where actions are localized in space and time, resulting in 1. 58M action labels with multiple labels per person occurring frequently.

Actin Detection Action Detection +3

End-to-End Interpretation of the French Street Name Signs Dataset

4 code implementations13 Feb 2017 Raymond Smith, Chunhui Gu, Dar-Shyang Lee, Huiyi Hu, Ranjith Unnikrishnan, Julian Ibarz, Sacha Arnoud, Sophia Lin

We introduce the French Street Name Signs (FSNS) Dataset consisting of more than a million images of street name signs cropped from Google Street View images of France.

Optical Character Recognition (OCR)

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