A robust deep learning approach for impulse noise filtering using hybrid auto-encoder with fuzzy median filter.
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| Title: | A robust deep learning approach for impulse noise filtering using hybrid auto-encoder with fuzzy median filter. |
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| Authors: | Naeem M; Faculty of Computer Science & Information Technology, The Superior University, Lahore, Pakistan.; Intelligent Data Visual Computing Research (IDVCR), Lahore, Pakistan., Bhatti SM; Faculty of Computer Science & Information Technology, The Superior University, Lahore, Pakistan.; Intelligent Data Visual Computing Research (IDVCR), Lahore, Pakistan., Rashid M; Department of Computer Science, National University of Technology, Islamabad, Pakistan., Jaffar A; Faculty of Computer Science & Information Technology, The Superior University, Lahore, Pakistan.; Intelligent Data Visual Computing Research (IDVCR), Lahore, Pakistan., Akram S; Information Systems Department, College of Computer and Information Sciences, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh, Saudi Arabia., Fida B; Department of Computer Science, National University of Technology, Islamabad, Pakistan., Ahmad A; Information Systems Department, College of Computer and Information Sciences, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh, Saudi Arabia. |
| Source: | PloS one [PLoS One] 2026 Apr 03; Vol. 21 (4), pp. e0343141. Date of Electronic Publication: 2026 Apr 03 (Print Publication: 2026). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 1932-6203 |
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| DOI: | 10.1371/journal.pone.0343141 |
