# Compensate for the loss of sharpness due to heat convection / atmospheric conditions

**URL:** <https://community.topazlabs.com/t/compensate-for-the-loss-of-sharpness-due-to-heat-convection-atmospheric-conditions/83202>\
**Category:** Ideas\
**Created:** [December 3, 2024, 1:55am UTC](https://community.topazlabs.com/t/compensate-for-the-loss-of-sharpness-due-to-heat-convection-atmospheric-conditions/83202 "2024-12-03T01:55:23Z")\
**Posts on this page:** 5\
**Page:** 1

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**Author:** ![michaelezra](https://community.topazlabs.com/letter_avatar_proxy/v4/letter/m/54ee81/32.png) [@michaelezra](https://community.topazlabs.com/u/michaelezra)\
**Post date:** [December 3, 2024, 1:55am UTC](https://community.topazlabs.com/t/compensate-for-the-loss-of-sharpness-due-to-heat-convection-atmospheric-conditions/83202/1 "2024-12-03T01:55:23Z")

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**FEATURE REQUEST**

Would be very useful to be able to compensate for the loss of sharpness due to heat convection / atmospheric conditions. These types of aberrations are typical in wildlife photography, especially over the body of water, or even able the grasslands.

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**Author:** ![Fotomaker](https://community.topazlabs.com/user_avatar/community.topazlabs.com/fotomaker/32/23659_2.png) [@Fotomaker](https://community.topazlabs.com/u/Fotomaker)\
**Post date:** [December 4, 2024, 6:54am UTC](https://community.topazlabs.com/t/compensate-for-the-loss-of-sharpness-due-to-heat-convection-atmospheric-conditions/83202/2 "2024-12-04T06:54:30Z")

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This sounds like an interesting idea!

I see there’s an old paper that discusses some considerations online (at least for video) - wonder what implications for current day still image sharpening models (if any).

Apparently there’s a PDF of it available at: [https://www.researchgate.net/publication/368308523\_Sharpening\_and\_contrast\_enhancement\_of\_atmospheric\_turbulence\_degraded\_video\_sequences](https://www.researchgate.net/publication/368308523_Sharpening_and_contrast_enhancement_of_atmospheric_turbulence_degraded_video_sequences)

# Sharpening and contrast enhancement of atmospheric turbulence degraded video sequences

- January 2010
- Conference: Proceedings of the Twenty-First Annual Symposium of the Pattern Recognition Association of South Africa
- At: South Africa

Authors:

[![B.D. Walters](https://c5.rgstatic.net/m/448675030402/images/icons/icons/author-avatar.svg)](https://www.researchgate.net/scientific-contributions/BD-Walters-28555386)

[B.D. Walters](https://www.researchgate.net/scientific-contributions/BD-Walters-28555386)

[![WA Clarke at Calebyte](https://i1.rgstatic.net/ii/profile.image/273786402504718-1442287173599_Q64/Wa-Clarke.jpg)](https://www.researchgate.net/profile/Wa-Clarke?_tp=eyJjb250ZXh0Ijp7ImZpcnN0UGFnZSI6InB1YmxpY2F0aW9uIiwicGFnZSI6InB1YmxpY2F0aW9uIn19)

[WA Clarke](https://www.researchgate.net/profile/Wa-Clarke)

- Calebyte

[![Philip E Robinson at University of Johannesburg](https://i1.rgstatic.net/ii/profile.image/345608071204866-1459410793360_Q64/Philip-Robinson-8.jpg) ](https://www.researchgate.net/profile/Philip-Robinson-8)

[Philip E Robinson](https://www.researchgate.net/profile/Philip-Robinson-8?_tp=eyJjb250ZXh0Ijp7ImZpcnN0UGFnZSI6InB1YmxpY2F0aW9uIiwicGFnZSI6InB1YmxpY2F0aW9uIn19)

- [University of Johannesburg](https://www.researchgate.net/institution/University-of-Johannesburg?_tp=eyJjb250ZXh0Ijp7ImZpcnN0UGFnZSI6InB1YmxpY2F0aW9uIiwicGFnZSI6InB1YmxpY2F0aW9uIn19)

Long range imaging systems that capture video through the atmosphere face a major problem in the form of atmospheric turbulence. This turbulence causes a phenomenon called heat shimmer which appears as a blurring and a wavering geometric distortion of the target scene which limits the effective range of the imaging system.

We explore an image processing approach to mitigating the blurring effect of this distortion by using a blind deconvolution technique to sharpen the video signal and a dynamic illuminance-reflectance correction technique to improve the signal’s contrast. The algorithm is implemented on a Graphics Processing Unit to achieve near real-time performance.

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<div class="post-metadata">

**Author:** ![Fotomaker](https://community.topazlabs.com/user_avatar/community.topazlabs.com/fotomaker/32/23659_2.png) [@Fotomaker](https://community.topazlabs.com/u/Fotomaker)\
**Post date:** [December 4, 2024, 10:46pm UTC](https://community.topazlabs.com/t/compensate-for-the-loss-of-sharpness-due-to-heat-convection-atmospheric-conditions/83202/3 "2024-12-04T22:46:25Z")

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Are you allowed to click on Vote up top to vote for your idea? I gave you a vote.

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<div class="post-metadata">

**Author:** ![michaelezra](https://community.topazlabs.com/letter_avatar_proxy/v4/letter/m/54ee81/32.png) [@michaelezra](https://community.topazlabs.com/u/michaelezra)\
**Post date:** [December 5, 2024, 1:35am UTC](https://community.topazlabs.com/t/compensate-for-the-loss-of-sharpness-due-to-heat-convection-atmospheric-conditions/83202/4 "2024-12-05T01:35:55Z")

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Thanks, I hope Topaz team is seeing this.  
P.S. I can’t vote for my own topic:)

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<div class="post-metadata">

**Author:** ![Fotomaker](https://community.topazlabs.com/user_avatar/community.topazlabs.com/fotomaker/32/23659_2.png) [@Fotomaker](https://community.topazlabs.com/u/Fotomaker)\
**Post date:** [December 5, 2024, 1:49am UTC](https://community.topazlabs.com/t/compensate-for-the-loss-of-sharpness-due-to-heat-convection-atmospheric-conditions/83202/5 "2024-12-05T01:49:58Z")

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> [@michaelezra](#):
>
> P.S. I can’t vote for my own topic:)

Rats!
