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High-Resolution Thermal Imaging with a Handheld VIS+LWIR Camera Jacob Hines Evan Wang Motivation: High-resolution long wave infrared (LWIR) cameras are expensive. The FLIR Lepton is a cheap LWIR camera module with limited resolution. In this work, we build a VIS+LWIR camera that uses image fusion to increase the resolution of the thermal image.

High-Resolution Thermal Imaging with a Handheld VIS+LWIR … › ... › Presentation_1 › hines_wang.pdf · 2019-03-08 · Goal and Methodology Plan 1. Use a Raspberry Pi Zero W

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Page 1: High-Resolution Thermal Imaging with a Handheld VIS+LWIR … › ... › Presentation_1 › hines_wang.pdf · 2019-03-08 · Goal and Methodology Plan 1. Use a Raspberry Pi Zero W

High-Resolution Thermal Imaging with a Handheld

VIS+LWIR CameraJacob Hines Evan Wang

Motivation: High-resolution long wave infrared (LWIR) cameras areexpensive. The FLIR Lepton is a cheap LWIR camera module with limitedresolution. In this work, we build a VIS+LWIR camera that uses imagefusion to increase the resolution of the thermal image.

Page 2: High-Resolution Thermal Imaging with a Handheld VIS+LWIR … › ... › Presentation_1 › hines_wang.pdf · 2019-03-08 · Goal and Methodology Plan 1. Use a Raspberry Pi Zero W

Goal and Methodology

Plan1. Use a Raspberry Pi Zero W to build the camera with the FLIR Lepton and the

Raspberry Pi Camera Module V2.

2. Compare and improve image fusion methods (e.g. Brovey, wavelet) on VIS+LWIR

dataset. Downsample LWIR, original is ground truth.

3. Implement final algorithm on completed VIS+LWIR camera.

Goal: Build a VIS+LWIR camera and implement an

efficient image fusion algorithm for real-time

streaming of resolution-enhanced thermal images.

https://www.flir.com/products/lepton/

Page 3: High-Resolution Thermal Imaging with a Handheld VIS+LWIR … › ... › Presentation_1 › hines_wang.pdf · 2019-03-08 · Goal and Methodology Plan 1. Use a Raspberry Pi Zero W

Progress

FLIR Thermal Starter Datasethttps://www.flir.com/oem/adas/adas-dataset-form/

• Parts were ordered and have arrived• Found VIS+LWIR dataset to test algorithms• Beginning code that interfaces cameras with

Raspberry Pi