Sarun Gulyanon

Bangkok University — Thailand

Biochemistry, Genetics and Molecular Biology · Life Sciences

6h-index162citations23works3.02yr avg
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Research Topics

Cell Image Analysis Techniques(11), Neurobiology and Insect Physiology Research(8), Hearing, Cochlea, Tinnitus, Genetics(3), Advanced Fluorescence Microscopy Techniques(3), Insect and Arachnid Ecology and Behavior(3)

Publications23 total

Enhancing microplastic classification through filter-interfered FTIR spectra using dimensionality reduction and deep learning in low-dimensional spaces
Marine Pollution Bulletin·2025· 1 cited
Membrane filter removal in FTIR spectra through dictionary learning for exploring explainable environmental microplastic analysis
Scientific Reports·2024· 6 citedOpen Access
TEXT2EMOTIONS: A Web Application for Emotion Visualization in Children’s Tales
2024
Denoising Raman Spectra Using Autoencoder for Improved Analysis of Contamination in HDD
IEEE Access·2024· 5 citedOpen Access
The Computational Method for Supporting Thai VerbNet Construction
ACM Transactions on Asian and Low-Resource Language Information Processing·2023Open Access
Toward Practical Augmentation of Raman Spectra for Deep Learning Classification of Contamination in HDD
Journal of information and communication convergence engineering·2023· 7 citedOpen Access
VISHIEN-MAAT: Scrollytelling visualization design for explaining Siamese Neural Network concept to non-technical users
Visual Informatics·2023· 10 citedOpen Access
A Comparative Study of Noise Augmentation and Deep Learning Methods on Raman Spectral Classification of Contamination in Hard Disk Drive
2022· 5 cited
Data Generation for Satellite Image Classification Using Self-Supervised Representation Learning
arXiv (Cornell University)·2022· 1 citedOpen Access
Deep Learning Visualization for Underspecification Analysis in Product Design Matching Model Development
IEEE Access·2021· 4 citedOpen Access
Neuron Tracking in Calcium Image Stacks Using Accordion Articulations
2019
Direction Selectivity in Drosophila Proprioceptors Requires the Mechanosensory Channel Tmc
RECERCAT (Consorci de Serveis Universitaris de Catalunya)·2019Open Access
Direction Selectivity in Drosophila Proprioceptors Requires the Mechanosensory Channel Tmc
Current Biology·2019· 90 citedOpen Access
Proprioceptive neurons of larval <i>Drosophila melanogaster</i> show direction selective activity requiring the mechanosensory channel TMC
2018· 6 citedOpen Access
Part-wise neuron segmentation using artificial templates
2018
Neurite tracking in time-lapse calcium images using MRF-modeled pictorial structures
2018· 3 cited
Model and Appearance Based Analysis of Neuronal Morphology from Different Microscopy Imaging Modalities
Purdue e-Pubs (Purdue University System)·2018
Neurite reconstruction from time-lapse sequences using co-segmentation
2017· 1 cited
CRF formulation of active contour population for efficient three-dimensional neurite tracing
2016· 10 cited
Temporal neurite registration using hierarchical alignments
2016· 2 cited
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Frequent Co-authors

Gavriil Tsechpenakis(12), Michael D. Kim(7), Akira Chiba(7), Nima Sharifai(6), W. Daniel Tracey(5), Seksan Laitrakun(5), Somrudee Deepaisarn(5), Pakorn Opaprakasit(5), Liping He(3), Mirna Mihovilovic Skanata(3), Doycho Karagyozov(3), Ellie S. Heckscher(3), Michael Krieg(3), Marc Gershow(3), Noptanit Chotisarn(2), S. Bleykhman(2), Edward J. Kelly(2), Chayud Srisumarnk(2), Nattapol Chiewnawintawat(2), Angkoon Angkoonsawaengsuk(2)