Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Articles Article Faculty Publications -Articles Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource 3D Face Reconstruction with Feature Enhancement using Bi-FPN for Forensic Analysis Subject The topic of the resource 3D Face Reconstruction; Bi-FPN; Flame Model; Resnet Description An account of the resource The representation of facial features in three-dimensional space plays a pivotal role in various applications such as facial recognition, virtual reality, and digital entertainment. However, achieving high-fidelity reconstructions from two-dimensional facial images remains a challenging task, particularly in preserving fine texture details. This research addresses this problem by proposing a novel approach that leverages a combination of advanced techniques, including Resnet, Flame model, Bi-FPN, and a differential render architecture. The primary objective of this study is to enhance texture details in reconstructed 3D facial images. The integration of Bi-FPN (Bi-directional Feature Pyramid Network) enhances feature extraction and fusion across multiple scales, facilitating the preservation of texture details across different regions of the face. The objective is to accurately represent facial features from 2D images in three-dimensional space. By combining these methods, the proposed framework achieves significant improvements in preserving fine texture details and overall facial structure. Experimental results demonstrate the effectiveness of the approach, suggesting its potential for various applications such as virtual try-on and facial animation. 2024 The Authors. Creator An entity primarily responsible for making the resource John S.; Danti A. Source A related resource from which the described resource is derived Journal of Machine and Computing, Vol-4, No. 2, pp. 392-399. Publisher An entity responsible for making the resource available AnaPub Publications Date A point or period of time associated with an event in the lifecycle of the resource 2024-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.53759/7669/jmc202404037" target="_blank" rel="noreferrer noopener">https://doi.org/10.53759/7669/jmc202404037</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85190324219&amp;doi=10.53759%2F7669%2Fjmc202404037&amp;partnerID=40&amp;md5=7f25a2d78032b904008c72074402a324" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85190324219&amp;doi=10.53759%2f7669%2fjmc202404037&amp;partnerID=40&amp;md5=7f25a2d78032b904008c72074402a324</a> Rights Information about rights held in and over the resource All Open Access; Hybrid Gold Open Access Relation A related resource ISSN: 27891801 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant John S., Department of Computer Science and Engineering, Christ University, Bangalore, India; Danti A., Department of Computer Science and Engineering, Christ University, Bangalore, India