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  Published Paper Details:

  Paper Title

LIGHTENING NETWORK FOR LOW-RESOLUTION IMAGE ENHANCEMENT

  Authors

  Tummala Vinay Goud,  Dr. K Shanthi Sree

  Keywords

Low-Light Image Enhancement, Deep Learning, Residual Learning, Deep Lightening Network (DLN).

  Abstract


Upgrading pictures in low light is a troublesome undertaking that has earned a great deal of revenue. Low-light photography every now and again delivers pictures with poor visual quality. We approach the low-light upgrade as a leftover learning issue, i.e., assessing the lingering between photographs taken in low-and typical light circumstances. We present a one of a kind Deep Lightening Network (DLN) in this review, which profits by the ongoing advances in Convolutional Neural Networks (CNNs). There are numerous Lightning Back Projection (LBP) blocks in the proposed DLN. The LBPs gain proficiency with the lingering for ordinary light gauges by iteratively performing lighting up and obscuring activities. Furthermore, we present a Feature Aggregation (FA) block that adaptively blends the results of a few LBPs to utilize the nearby and worldwide highlights ideally. We test the recommended approach utilizing a few datasets. In view of goal and emotional markers, our recommended DLN philosophy performs better compared to elective methodologies, as per mathematical information.

  IJCRT's Publication Details

  Unique Identification Number - IJCRT24A6061

  Paper ID - 264747

  Page Number(s) - j544-j550

  Pubished in - Volume 12 | Issue 6 | June 2024

  DOI (Digital Object Identifier) -   

  Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882

  E-ISSN Number - 2320-2882

  Cite this article

  Tummala Vinay Goud,  Dr. K Shanthi Sree,   "LIGHTENING NETWORK FOR LOW-RESOLUTION IMAGE ENHANCEMENT", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.12, Issue 6, pp.j544-j550, June 2024, Available at :http://www.ijcrt.org/papers/IJCRT24A6061.pdf

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Call For Paper July 2024
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ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
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ISSN and 7.97 Impact Factor Details


ISSN
ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
ISSN
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