Sanparith Marukatat

According to our database, Sanparith Marukatat authored at least 49 papers between 2001 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Natural Language Integration for Multimodal Few-Shot Class-Incremental Learning: Image Classification Problem.

Pitchayagan Temniranrat, Natsuda Kaothanthong, Sanparith Marukatat

Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2024

A Comparative Study of Loss Functions for Arbitrary-Oriented Object Detection in Aerial Images.

Kaung Htet San, Toshiaki Kondo, Sanparith Marukatat, Yuko Hara-Azumi

Proceedings of the 21st International Joint Conference on Computer Science and Software Engineering, 2024

2023

Physics-informed graph neural networks accelerating microneedle simulations towards novelty of micro-nano scale materials discovery.

Romrawin Chumpu, Chun-Lin Chu, Tanyakarn Treeratanaphitak, Sanparith Marukatat, Shu-Han Hsu

Eng. Appl. Artif. Intell., November, 2023

Tutorial on PCA and approximate PCA and approximate kernel PCA.

Sanparith Marukatat

Artif. Intell. Rev., June, 2023

2022

Automatic Detection of Rice Disease in Images of Various Leaf Sizes.

Kantip Kiratiratanapruk, Pitchayagan Temniranrat, Wasin Sinthupinyo, Sanparith Marukatat, Sujin Patarapuwadol

CoRR, 2022

2021

Counterfactual Mean Embeddings.

Krikamol Muandet, Motonobu Kanagawa, Sorawit Saengkyongam, Sanparith Marukatat

J. Mach. Learn. Res., 2021

Attention Mechanism for Land Cover Mapping with Image-Level Labels.

Teerasit Kasetkasem, Suesarn Wilainuch, Yanatorn Chadavadh, Kulladech Pitakpornkasem, Teera Phatrapornnant, Sanparith Marukatat

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2019

Recognition of similar characters using gradient features of discriminative regions.

Papangkorn Inkeaw, Jakramate Bootkrajang, Sanparith Marukatat, Teresa Gonçalves, Jeerayut Chaijaruwanich

Expert Syst. Appl., 2019

A comparative study for interpreting deep learning prediction of the Parkinson's disease diagnosis from SPECT imaging.

Theerasarn Pianpanit, Sermkiat Lolak, Phattarapong Sawangjai, Apiwat Ditthapron, Sanparith Marukatat, Ekapol Chuangsuwanich, Theerawit Wilaiprasitporn

CoRR, 2019

Image-Based Silkworm Egg Classification and Counting Using Counting Neural Network.

Supachaya Prathan, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, Sanparith Marukatat

Proceedings of the 3rd International Conference on Machine Learning and Soft Computing, 2019

2018

Recognition-based character segmentation for multi-level writing style.

Papangkorn Inkeaw, Jakramate Bootkrajang, Phasit Charoenkwan, Sanparith Marukatat, Shinn-Ying Ho, Jeerayut Chaijaruwanich

Int. J. Document Anal. Recognit., 2018

Automatic Lung Cancer Prediction from Chest X-ray Images Using Deep Learning Approach.

Worawate Ausawalaithong, Sanparith Marukatat, Arjaree Thirach, Theerawit Wilaiprasitporn

CoRR, 2018

Sloth Search System at the Video Browser Showdown 2018 - Final Notes.

Nattachai Watcharapinchai, Sitapa Rujikietgumjorn, Sanparith Marukatat

CoRR, 2018

Counterfactual Mean Embedding: A Kernel Method for Nonparametric Causal Inference.

Krikamol Muandet, Motonobu Kanagawa, Sorawit Saengkyongam, Sanparith Marukatat

CoRR, 2018

Sloth Search System.

Sitapa Rujikietgumjorn, Nattachai Watcharapinchai, Sanparith Marukatat

Proceedings of the MultiMedia Modeling - 24th International Conference, 2018

2017

Recognition of handwritten Lanna Dhamma characters using a set of optimally designed moment features.

Papangkorn Inkeaw, Phasit Charoenkwan, Hui-Ling Huang, Sanparith Marukatat, Shinn-Ying Ho, Jeerayut Chaijaruwanich

Int. J. Document Anal. Recognit., 2017

2016

Kernel matrix decomposition via empirical kernel map.

Sanparith Marukatat

Pattern Recognit. Lett., 2016

Learning with Additional Distributions.

Sanparith Marukatat

Proceedings of the PRICAI 2016: Trends in Artificial Intelligence, 2016

Rule-Based Page Segmentation for Palm Leaf Manuscript on Color Image.

Papangkorn Inkeaw, Jakramate Bootkrajang, Phasit Charoenkwan, Sanparith Marukatat, Shinn-Ying Ho, Jeerayut Chaijaruwanich

Proceedings of the Digital Libraries: Knowledge, Information, and Data in an Open Access Society, 2016

2015

Image enhancement using local intensity distribution equalization.

Sanparith Marukatat

EURASIP J. Image Video Process., 2015

Lanna Dharma handwritten character recognition on palm leaves manuscript based on Wavelet transform.

Papangkorn Inkeaw, Chutima Chueaphun, Jeerayut Chaijaruwanich, Atcharin Klomsae, Sanparith Marukatat

Proceedings of the 2015 IEEE International Conference on Signal and Image Processing Applications, 2015

2014

Automatic Training Data Synthesis for Handwriting Recognition Using the Structural Crossing-Over Technique.

Sirisak Visessenee, Sanparith Marukatat, Rachada Kongkachandra

CoRR, 2014

Classification with Sign Random Projections.

Sanparith Marukatat

Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014

2013

Fast nearest neighbor retrieval using randomized binary codes and approximate Euclidean distance.

Sanparith Marukatat, Ithipan Methasate

Pattern Recognit. Lett., 2013

Defeating line-noise CAPTCHAs with multiple quadratic snakes.

Yoichi Nakaguro, Matthew N. Dailey, Sanparith Marukatat, Stanislav S. Makhanov

Comput. Secur., 2013

A method for shoulder range-of-motion estimation using a single wireless sensor node.

Surapa Thiemjarus, Sanparith Marukatat, Pongwat Poomchoompol

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

A study on instance-based learning with reduced training prototypes for device-context-independent activity recognition on a mobile phone.

Surapa Thiemjarus, Apiwat Henpraserttae, Sanparith Marukatat

Proceedings of the 2013 IEEE International Conference on Body Sensor Networks, 2013

2012

Lanna Dharma Printed Character Recognition using k-Nearest Neighbor and Conditional Random Fields.

Chutima Chueaphun, Atcharin Klomsae, Sanparith Marukatat, Jeerayut Chaijaruwanich

Proceedings of the KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4, 2012

2011

Improved Spectral Hashing.

Sanparith Marukatat, Wasin Sinthupinyo

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011

Accurate Activity Recognition Using a Mobile Phone Regardless of Device Orientation and Location.

Apiwat Henpraserttae, Surapa Thiemjarus, Sanparith Marukatat

Proceedings of the International Conference on Body Sensor Networks, 2011

2010

Image and Audio-Speech Denoising Based on Higher-Order Statistical Modeling of Wavelet Coefficients and Local Variance Estimation.

Pichid Kittisuwan, Thitiporn Chanwimaluang, Sanparith Marukatat, Widhyakorn Asdornwised

Int. J. Wavelets Multiresolution Inf. Process., 2010

Development of a Search System for Heterogeneous Image Database.

Sanparith Marukatat

Proceedings of the Knowledge, Information, and Creativity Support Systems, 2010

Hierarchical Multi-label Associative Classification (HMAC) using negative rules.

Sawinee Sangsuriyun, Sanparith Marukatat, Kitsana Waiyamai

Proceedings of the 9th IEEE International Conference on Cognitive Informatics, 2010

2009

The Estimation of Radial Exponential Random Vectors in Additive White Gaussian Noise.

Pichid Kittisuwan, Sanparith Marukatat, Widhyakorn Asdornwised

Wirel. Sens. Netw., 2009

Robust Graph Hyperparameter Learning for Graph Based Semi-supervised Classification.

Krikamol Muandet, Sanparith Marukatat, Cholwich Nattee

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Query Selection via Weighted Entropy in Graph-Based Semi-supervised Classification.

Krikamol Muandet, Sanparith Marukatat, Cholwich Nattee

Proceedings of the Advances in Machine Learning, 2009

2008

A New Model for Image Annotation.

Sanparith Marukatat

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

2007

Online Handwritten Shape Recognition Using Segmental Hidden Markov Models.

Thierry Artières, Sanparith Marukatat, Patrick Gallinari

IEEE Trans. Pattern Anal. Mach. Intell., 2007

Shot Boundary Detection in Football Video Management System.

Sanparith Marukatat

Proceedings of the Pattern Recognition in Information Systems, 2007

2006

Two-Dimensional Linear Discriminant Analysis of Principle Component Vectors for Face Recognition.

Parinya Sanguansat, Widhyakorn Asdornwised, Somchai Jitapunkul, Sanparith Marukatat

IEICE Trans. Inf. Syst., 2006

Sparse Kernel PCA by Kernel K-Means and Preimage Reconstruction Algorithms.

Sanparith Marukatat

Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

A simulated-data adaptation technique for robust speech recognition.

Nattanun Thatphithakkul, Boontee Kruatrachue, Chai Wutiwiwatchai, Sanparith Marukatat, Vataya Boonpiam

Proceedings of the Ninth International Conference on Spoken Language Processing, 2006

Class-Specific Subspace-Based Two-Dimensional Principal Component Analysis for Face Recognition.

Parinya Sanguansat, Widhyakorn Asdornwised, Somchai Jitapunkul, Sanparith Marukatat

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005

The feature Combination Technique for Off-line Thai Character Recognition System.

Ithipan Methasate, Sanparith Marukatat, Sutat Sae-Tang, Thanaruk Theeramunkong

Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

2004

A generic approach for on-line handwriting recognition.

Sanparith Marukatat, Thierry Artières, Patrick Gallinari

Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004

Handling spatial information in on-line handwriting recognition.

Sanparith Marukatat, Thierry Artières

Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004

2003

A Flexible Recognition Engine for Complex On-line Handwritten Character Recognition.

Sanparith Marukatat, Rudy Sicard, Thierry Artières, Patrick Gallinari

Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

2002

Rejection measures for handwriting sentence recognition.

Sanparith Marukatat, Thierry Artières, Patrick Gallinari, Bernadette Dorizzi

Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition, 2002

2001

Sentence Recognition through Hybrid Neuro-Markovian Modeling.

Sanparith Marukatat, Thierry Artières, Patrick Gallinari, Bernadette Dorizzi

Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001