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ORCIDSanparith Marukatat
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2020 – today
- 2024
[c29]Kaung Htet San, Toshiaki Kondo, Sanparith Marukatat, Yuko Hara-Azumi:
A Comparative Study of Loss Functions for Arbitrary-Oriented Object Detection in Aerial Images. JCSSE 2024: 22-27- 2023
- [j14]Sanparith Marukatat
:
Tutorial on PCA and approximate PCA and approximate kernel PCA. Artif. Intell. Rev. 56(6): 5445-5477 (2023) - [j13]Romrawin Chumpu, Chun-Lin Chu, Tanyakarn Treeratanaphitak, Sanparith Marukatat, Shu-Han Hsu:
Physics-informed graph neural networks accelerating microneedle simulations towards novelty of micro-nano scale materials discovery. Eng. Appl. Artif. Intell. 126: 106894 (2023) - 2022
- [i6]Kantip Kiratiratanapruk, Pitchayagan Temniranrat, Wasin Sinthupinyo, Sanparith Marukatat, Sujin Patarapuwadol:
Automatic Detection of Rice Disease in Images of Various Leaf Sizes. CoRR abs/2206.07344 (2022) - 2021
- [j12]Krikamol Muandet, Motonobu Kanagawa, Sorawit Saengkyongam, Sanparith Marukatat:
Counterfactual Mean Embeddings. J. Mach. Learn. Res. 22: 162:1-162:71 (2021) - [c28]Teerasit Kasetkasem, Suesarn Wilainuch, Yanatorn Chadavadh, Kulladech Pitakpornkasem, Teera Phatrapornnant, Sanparith Marukatat:
Attention Mechanism for Land Cover Mapping with Image-Level Labels. IGARSS 2021: 4972-4975
2010 – 2019
- 2019
- [j11]Papangkorn Inkeaw, Jakramate Bootkrajang, Sanparith Marukatat, Teresa Gonçalves, Jeerayut Chaijaruwanich:
Recognition of similar characters using gradient features of discriminative regions. Expert Syst. Appl. 134: 120-137 (2019) - [c27]Supachaya Prathan, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, Sanparith Marukatat:
Image-Based Silkworm Egg Classification and Counting Using Counting Neural Network. ICMLSC 2019: 21-26 - [i5]Theerasarn Pianpanit, Sermkiat Lolak, Phattarapong Sawangjai, Apiwat Ditthapron, Sanparith Marukatat, Ekapol Chuangsuwanich, Theerawit Wilaiprasitporn:
A comparative study for interpreting deep learning prediction of the Parkinson's disease diagnosis from SPECT imaging. CoRR abs/1908.11199 (2019) - 2018
- [j10]Papangkorn Inkeaw, Jakramate Bootkrajang, Phasit Charoenkwan, Sanparith Marukatat, Shinn-Ying Ho, Jeerayut Chaijaruwanich:
Recognition-based character segmentation for multi-level writing style. Int. J. Document Anal. Recognit. 21(1-2): 21-39 (2018) - [c26]Sitapa Rujikietgumjorn, Nattachai Watcharapinchai, Sanparith Marukatat:
Sloth Search System. MMM (2) 2018: 431-437 - [i4]Krikamol Muandet, Motonobu Kanagawa, Sorawit Saengkyongam, Sanparith Marukatat:
Counterfactual Mean Embedding: A Kernel Method for Nonparametric Causal Inference. CoRR abs/1805.08845 (2018) - [i3]Nattachai Watcharapinchai, Sitapa Rujikietgumjorn, Sanparith Marukatat:
Sloth Search System at the Video Browser Showdown 2018 - Final Notes. CoRR abs/1806.01081 (2018) - [i2]Worawate Ausawalaithong, Sanparith Marukatat, Arjaree Thirach, Theerawit Wilaiprasitporn:
Automatic Lung Cancer Prediction from Chest X-ray Images Using Deep Learning Approach. CoRR abs/1808.10858 (2018) - 2017
- [j9]Papangkorn Inkeaw, Phasit Charoenkwan, Hui-Ling Huang, Sanparith Marukatat, Shinn-Ying Ho, Jeerayut Chaijaruwanich:
Recognition of handwritten Lanna Dhamma characters using a set of optimally designed moment features. Int. J. Document Anal. Recognit. 20(4): 259-274 (2017) - 2016
- [j8]Sanparith Marukatat:
Kernel matrix decomposition via empirical kernel map. Pattern Recognit. Lett. 77: 50-57 (2016) - [c25]Papangkorn Inkeaw, Jakramate Bootkrajang, Phasit Charoenkwan, Sanparith Marukatat, Shinn-Ying Ho, Jeerayut Chaijaruwanich:
Rule-Based Page Segmentation for Palm Leaf Manuscript on Color Image. ICADL 2016: 127-136 - [c24]Sanparith Marukatat:
Learning with Additional Distributions. PRICAI 2016: 319-326 - 2015
- [j7]Sanparith Marukatat:
Image enhancement using local intensity distribution equalization. EURASIP J. Image Video Process. 2015: 31 (2015) - [c23]Papangkorn Inkeaw, Chutima Chueaphun, Jeerayut Chaijaruwanich, Atcharin Klomsae, Sanparith Marukatat:
Lanna Dharma handwritten character recognition on palm leaves manuscript based on Wavelet transform. ICSIPA 2015: 253-258 - 2014
- [c22]Sanparith Marukatat:
Classification with Sign Random Projections. PRICAI 2014: 708-719 - [i1]Sirisak Visessenee, Sanparith Marukatat, Rachada Kongkachandra:
Automatic Training Data Synthesis for Handwriting Recognition Using the Structural Crossing-Over Technique. CoRR abs/1412.6018 (2014) - 2013
- [j6]Yoichi Nakaguro, Matthew N. Dailey, Sanparith Marukatat, Stanislav S. Makhanov:
Defeating line-noise CAPTCHAs with multiple quadratic snakes. Comput. Secur. 37: 91-110 (2013) - [j5]Sanparith Marukatat, Ithipan Methasate:
Fast nearest neighbor retrieval using randomized binary codes and approximate Euclidean distance. Pattern Recognit. Lett. 34(9): 1101-1107 (2013) - [c21]Surapa Thiemjarus, Apiwat Henpraserttae, Sanparith Marukatat:
A study on instance-based learning with reduced training prototypes for device-context-independent activity recognition on a mobile phone. BSN 2013: 1-6 - [c20]Surapa Thiemjarus, Sanparith Marukatat, Pongwat Poomchoompol:
A method for shoulder range-of-motion estimation using a single wireless sensor node. EMBC 2013: 5907-5910 - 2012
- [c19]Chutima Chueaphun, Atcharin Klomsae, Sanparith Marukatat, Jeerayut Chaijaruwanich:
Lanna Dharma Printed Character Recognition using k-Nearest Neighbor and Conditional Random Fields. KDIR 2012: 169-174 - 2011
- [c18]Apiwat Henpraserttae, Surapa Thiemjarus, Sanparith Marukatat:
Accurate Activity Recognition Using a Mobile Phone Regardless of Device Orientation and Location. BSN 2011: 41-46 - [c17]Sanparith Marukatat, Wasin Sinthupinyo:
Improved Spectral Hashing. PAKDD (1) 2011: 160-170 - 2010
- [j4]Pichid Kittisuwan, Thitiporn Chanwimaluang, Sanparith Marukatat, Widhyakorn Asdornwised:
Image and Audio-Speech Denoising Based on Higher-Order Statistical Modeling of Wavelet Coefficients and Local Variance Estimation. Int. J. Wavelets Multiresolution Inf. Process. 8(6): 987-1017 (2010) - [c16]Sawinee Sangsuriyun, Sanparith Marukatat, Kitsana Waiyamai:
Hierarchical Multi-label Associative Classification (HMAC) using negative rules. IEEE ICCI 2010: 919-924 - [c15]Sanparith Marukatat:
Development of a Search System for Heterogeneous Image Database. KICSS 2010: 125-133
2000 – 2009
- 2009
- [j3]Pichid Kittisuwan, Sanparith Marukatat, Widhyakorn Asdornwised:
The Estimation of Radial Exponential Random Vectors in Additive White Gaussian Noise. Wirel. Sens. Netw. 1(4): 284-292 (2009) - [c14]Krikamol Muandet, Sanparith Marukatat, Cholwich Nattee:
Query Selection via Weighted Entropy in Graph-Based Semi-supervised Classification. ACML 2009: 278-292 - [c13]Krikamol Muandet, Sanparith Marukatat, Cholwich Nattee:
Robust Graph Hyperparameter Learning for Graph Based Semi-supervised Classification. PAKDD 2009: 98-109 - 2008
- [c12]Sanparith Marukatat:
A New Model for Image Annotation. PAKDD 2008: 958-963 - 2007
- [j2]Thierry Artières, Sanparith Marukatat, Patrick Gallinari:
Online Handwritten Shape Recognition Using Segmental Hidden Markov Models. IEEE Trans. Pattern Anal. Mach. Intell. 29(2): 205-217 (2007) - [c11]Sanparith Marukatat:
Shot Boundary Detection in Football Video Management System. PRIS 2007: 207-214 - 2006
- [j1]Parinya Sanguansat, Widhyakorn Asdornwised, Somchai Jitapunkul, Sanparith Marukatat:
Two-Dimensional Linear Discriminant Analysis of Principle Component Vectors for Face Recognition. IEICE Trans. Inf. Syst. 89-D(7): 2164-2170 (2006) - [c10]Parinya Sanguansat, Widhyakorn Asdornwised, Somchai Jitapunkul, Sanparith Marukatat:
TWO-Dimensional Linear Discriminant Analysis of Principle Component Vectors for Face Recognition. ICASSP (2) 2006: 345-348 - [c9]Parinya Sanguansat, Widhyakorn Asdornwised, Somchai Jitapunkul, Sanparith Marukatat:
Class-Specific Subspace-Based Two-Dimensional Principal Component Analysis for Face Recognition. ICPR (2) 2006: 1246-1249 - [c8]Nattanun Thatphithakkul, Boontee Kruatrachue, Chai Wutiwiwatchai, Sanparith Marukatat, Vataya Boonpiam:
A simulated-data adaptation technique for robust speech recognition. INTERSPEECH 2006 - [c7]Sanparith Marukatat:
Sparse Kernel PCA by Kernel K-Means and Preimage Reconstruction Algorithms. PRICAI 2006: 454-463 - 2005
- [c6]Ithipan Methasate, Sanparith Marukatat, Sutat Sae-Tang, Thanaruk Theeramunkong:
The feature Combination Technique for Off-line Thai Character Recognition System. ICDAR 2005: 1006-1009 - 2004
- [c5]Sanparith Marukatat, Thierry Artières:
Handling spatial information in on-line handwriting recognition. IWFHR 2004: 14-19 - [c4]Sanparith Marukatat, Thierry Artières, Patrick Gallinari:
A generic approach for on-line handwriting recognition. IWFHR 2004: 401-406 - 2003
- [c3]Sanparith Marukatat, Rudy Sicard, Thierry Artières, Patrick Gallinari:
A Flexible Recognition Engine for Complex On-line Handwritten Character Recognition. ICDAR 2003: 1048-1052 - 2002
- [c2]Sanparith Marukatat, Thierry Artières, Patrick Gallinari, Bernadette Dorizzi:
Rejection measures for handwriting sentence recognition. IWFHR 2002: 24-29 - 2001
- [c1]Sanparith Marukatat, Thierry Artières, Patrick Gallinari, Bernadette Dorizzi:
Sentence Recognition through Hybrid Neuro-Markovian Modeling. ICDAR 2001: 731-737
Coauthor Index
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