Dr. Deepika Koundal's research paper was published in the Journal of Visual Communication and Image Representation. It was also selected as the Best Paper for 2023 and won USD 1000.
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The paper published in the Journal of Visual Communication and Image Representation: A fuzzy convolutional neural network for enhancing multi-focus image fusion, Journal of Visual Communication and Image Representation, Volume 84, April 2022, 103485 has been selected as the Best Paper for 2023.
This research work introduces a hybrid fuzzy convolutional neural network (FCNN) based MFIF method, integrating FS with CNN for automatic features extraction and uncertainty removal in images. The proposed method generates data-driven decision maps using Siamese feature extraction module, achieving superior results over six benchmark methods in multi-focus image datasets with both qualitative and quantitative analysis.
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Explore the achievement of Dr. Deepika at UPES School of Computer Science, who secured the 2023 jvci best paper award winning usd 1000. Read More!
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Dr. Deepika - Faculty Achievement | UPES
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