Search Results for author: Matthew Dutson

Found 3 papers, 2 papers with code

Streaming quanta sensors for online, high-performance imaging and vision

no code implementations2 Jun 2024 Tianyi Zhang, Matthew Dutson, Vivek Boominathan, Mohit Gupta, Ashok Veeraraghavan

To the best of our knowledge, our approach is the first to achieve online, real-time image reconstruction on QIS.

Image Reconstruction

Eventful Transformers: Leveraging Temporal Redundancy in Vision Transformers

1 code implementation ICCV 2023 Matthew Dutson, Yin Li, Mohit Gupta

In this work, we exploit temporal redundancy between subsequent inputs to reduce the cost of Transformers for video processing.

Action Recognition Video Object Detection +1

Event Neural Networks

2 code implementations2 Dec 2021 Matthew Dutson, Yin Li, Mohit Gupta

Video data is often repetitive; for example, the contents of adjacent frames are usually strongly correlated.

2D Human Pose Estimation Image Enhancement +2

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