Best Paper Award

Dear Colleagues,

We are pleased to announce the winners of J. Imaging 2022 Best Paper Award. All papers published in 2022 in Journal of Imaging were considered for the award. After a thorough evaluation of the originality and significance of the papers, citations, and downloads, two winners were selected.

One Review:
Brain Tumor Diagnosis Using Machine Learning, Convolutional Neural Networks, Capsule Neural Networks and Vision Transformers, Applied to MRI: A Survey 
By Andronicus A. Akinyelu, Fulvio Zaccagna, James T. Grist, Mauro Castelli and Leonardo Rundo
J. Imaging 2022, 8(8), 205; doi:10.3390/jimaging8080205

One Article:
Easy—Ensemble Augmented-Shot-Y-Shaped Learning: State-of-the-Art Few-Shot Classification with Simple Components
By Yassir Bendou, Yuqing Hu, Raphael Lafargue, Giulia Lioi, Bastien Pasdeloup, Stéphane Pateux, Vincent Gripon
J. Imaging 2022, 8(7), 179; doi:10.3390/jimaging8070179

Each winner will receive CHF 500 and a chance to publish a paper in J. Imaging in 2024 after peer review.

Please join us in congratulating the winners of J. Imaging’s 2022 Best Paper Award. We would also like to take this opportunity to thank all of our authors for your continued support.

 
J. Imaging 2022 Best Paper Award
 

Eligibility and Requirements

– All papers published in J. Imaging will be eligible (Both regular and Special Issue submissions).
 
Past Winners
 
Year: 

Winner

40 pages, 5188 KiB  
Review
Brain Tumor Diagnosis Using Machine Learning, Convolutional Neural Networks, Capsule Neural Networks and Vision Transformers, Applied to MRI: A Survey
by Andronicus A. Akinyelu, Fulvio Zaccagna, James T. Grist, Mauro Castelli and Leonardo Rundo
J. Imaging 2022, 8(8), 205; https://doi.org/10.3390/jimaging8080205 - 22 Jul 2022
19 pages, 1713 KiB  
Article
Easy—Ensemble Augmented-Shot-Y-Shaped Learning: State-of-the-Art Few-Shot Classification with Simple Components
by Yassir Bendou, Yuqing Hu, Raphael Lafargue, Giulia Lioi, Bastien Pasdeloup, Stéphane Pateux and Vincent Gripon
J. Imaging 2022, 8(7), 179; https://doi.org/10.3390/jimaging8070179 - 24 Jun 2022

Award Committee

Prof. Raimondo Schettini Chairman
DISCO
Prof. Dr. Bin Fan
University of Science and Technology Beijing
Dr. William Higgins
Penn State University

Winner

21 pages, 391 KiB  
Review
Transfer Learning in Magnetic Resonance Brain Imaging: A Systematic Review
by Juan Miguel Valverde, Vandad Imani, Ali Abdollahzadeh, Riccardo De Feo, Mithilesh Prakash, Robert Ciszek and Jussi Tohka
J. Imaging 2021, 7(4), 66; https://doi.org/10.3390/jimaging7040066 - 01 Apr 2021
16 pages, 2203 KiB  
Article
Skin Lesion Segmentation Using Deep Learning with Auxiliary Task
by Lina Liu, Ying Y. Tsui and Mrinal Mandal
J. Imaging 2021, 7(4), 67; https://doi.org/10.3390/jimaging7040067 - 02 Apr 2021

Winner

Amitojdeep Singh
1. Theoretical and Experimental Epistemology Laboratory, School of Optometry and Vision Science, University of Waterloo, Waterloo, ON N2L 3G1, Canada 2. Department of Systems Design Engineering, University of Waterloo, Waterloo, ON N2L 3G1, Canada

Award Committee

Prof. Raimondo Schettini Chairman
DISCO
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