I Ketut Eddy Purnama

According to our database, I Ketut Eddy Purnama authored at least 37 papers between 2007 and 2025.

Collaborative distances:

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

2025

Improving Crack Detection Precision of Concrete Structures Using U-Net Architecture and Novel DBCE Loss Function.

Andrew Prasetyo, I Ketut Eddy Purnama, Eko Mulyanto Yuniarno, Priyo Suprobo

IEEE Access, 2025

2024

Lite-FBCN: Lightweight Fast Bilinear Convolutional Network for Brain Disease Classification from MRI Image.

Dewinda Julianensi Rumala, Reza Fuad Rachmadi, Anggraini Dwi Sensusiati, I Ketut Eddy Purnama

CoRR, 2024

Exploring the Efficacy of Spatial Subsampling Methods for 3D Image Projection for 2D Classification.

Alif Aditya Wicaksono, I Ketut Eddy Purnama, Reza Fuad Rachmadi, Feby Artwodini Muqtadiroh, Ardyono Priyadi, Mauridhi Hery Purnomo

Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2024

Multicluster Kernel Intuitionistic Fuzzy C-Means and State Transition Algorithm : Framework for Low Light Segmentation Imaging of Tuberculosis Bacilli Base of Semisupervised Approach.

Sari Ayu Wulandari, I Ketut Eddy Purnama, Eko Mulyanto Yuniarno, Mauridhi Hery Purnomo

Proceedings of the IEEE International Conference on Fuzzy Systems, 2024

Volumetric Hippocampus Segmentation Using 3D U-Net Based On Transfer Learning.

Ramadhan Sanyoto Sugiharso Widodo, I Ketut Eddy Purnama, Reza Fuad Rachmadi

Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2024

2023

Deep-Stacked Convolutional Neural Networks for Brain Abnormality Classification Based on MRI Images.

Dewinda Julianensi Rumala, Peter M. A. van Ooijen, Reza Fuad Rachmadi, Anggraini Dwi Sensusiati, I Ketut Eddy Purnama

J. Digit. Imaging, August, 2023

Dual Convolutional Neural Network Classifier with Pyramid Attention Network for Image-Based Kinship Verification.

Reza Fuad Rachmadi, I Ketut Eddy Purnama, Supeno Mardi Susiki Nugroho, Yoyon Kusnendar Suprapto

Acta Cybern., June, 2023

3-D Visualization for Lung Covid-19 Infection Based on U-Net CNN Segmentation.

Fransiskus Xaverius Ferdinandus, Joan Santoso, Esther Irawati Setiawan, Eko Mulyanto Yuniarno, I Ketut Eddy Purnama, Mauridhi Hery Purnomo

IEEE Trans. Instrum. Meas., 2023

3D craniofacial reconstruction framework using elastic surface deformation based on automatic landmark positioning.

Putu Hendra Suputra, Anggraini Dwi Sensusiati, Myrtati Dyah Artaria, Eko Mulyanto Yuniarno, I Ketut Eddy Purnama

IET Image Process., 2023

A U-Net-Based System for Cine Cardiac Segmentation on MR Images: The Effect of Fuzzy Pooling Layer Type.

Riandini, Tri Arief Sardjono, I. Ketut Eddy Purnama, Eko Mulyanto Yuniarno, Mauridhi Hery Purnomo

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2023

2022

Automatic 3D Cranial Landmark Positioning based on Surface Curvature Feature using Machine Learning.

Putu Hendra Suputra, Anggraini Dwi Sensusiati, Myrtati Dyah Artaria, Gijbertus Jacob Verkerke, Eko Mulyanto Yuniarno, I Ketut Eddy Purnama

Knowl. Eng. Data Sci., 2022

Spring-Charged Particles Model to Improved Shape Recovery: An Application for X-Ray Spinal Segmentation.

Tri Arief Sardjono, Peter M. A. van Ooijen, I. Ketut Eddy Purnama, Berlian Al Kindhi, Ardian Yusuf Wicaksono, Eko M. Yuniarno, Gijbertus Jacob Verkerke, Mauridhi Hery Purnomo, Michael H. F. Wilkinson

IEEE Access, 2022

Ensemble Convolutional Neural Networks With Support Vector Machine for Epilepsy Classification Based on Multi-Sequence of Magnetic Resonance Images.

Irwan Budi Santoso, Yudhi Adrianto, Anggraini Dwi Sensusiati, Diah Puspito Wulandari, I. Ketut Eddy Purnama

IEEE Access, 2022

Revisiting Dropout Regularization for Cross-Modality Person Re-Identification.

Reza Fuad Rachmadi, Supeno Mardi Susiki Nugroho, I. Ketut Eddy Purnama

IEEE Access, 2022

Ultrasound Image Segmentation for Deep Vein Thrombosis using Unet-CNN based on Denoising Filter.

Moh Nur Shodiq, Eko Mulyanto Yuniarno, Johanes Nugroho, I Ketut Eddy Purnama

Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2022

Activation Function Selection for U-net Multi-structures Segmentation of End-Diastole and End-Systole Frames of Cine Cardiac MRI.

Riandini, I Ketut Eddy Purnama, Eko Mulyanto Yuniarno, Mauridhi Hery Purnomo

Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2022

Covid-19 Lung Segmentation using U-Net CNN based on Computed Tomography Image.

Fransiskus Xaverius Ferdinandus, Eko Mulyanto Yuniarno, I Ketut Eddy Purnama, Mauridhi Hery Purnomo

Proceedings of the IEEE 9th International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2022

2021

Classification of Corn Leaf Disease Using the Optimized DenseNet-169 Model.

Rima Tri Wahyuningrum, Ari Kusumaningsih, Wijanarko Putra Rajeb, I Ketut Eddy Purnama

Proceedings of the ICIT 2021: IoT and Smart City, Guangzhou, China, December 22 - 25, 2021, 2021

2020

3D reconstruction of carotid artery in B-mode ultrasound image using modified template matching based on ellipse feature.

I. Made Gede Sunarya, Eko Mulyanto Yuniarno, Tri Arief Sardjono, Ismoyo Sunu, Peter M. A. van Ooijen, I. Ketut Eddy Purnama

Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2020

Image-based Kinship Verification Using Dual VGG-Face Classifie.

Reza Fuad Rachmadi, I Ketut Eddy Purnama, Supeno Mardi Susiki Nugroho, Yoyon Kusnendar Suprapto

Proceedings of the IEEE International Conference on Internet of Things and Intelligence System, 2020

3D Laplacian Surface Deformation for Template Fitting on Craniofacial Reconstruction.

Putu Hendra Suputra, Anggraini Dwi Sensusiati, Eko Mulyanto Yuniarno, Mauridhi Hery Purnomo, I. Ketut Eddy Purnama

Proceedings of the ICCCM 2020: 8th International Conference on Computer and Communications Management, 2020

Epileptic EEG Signal Classification Using Convolutional Neural Networks Based on Optimum Window Length and FFT's Length.

Irwan Budi Santoso, I. Ketut Eddy Purnama

Proceedings of the ICCCM 2020: 8th International Conference on Computer and Communications Management, 2020

Acquiface Interface as a Device for Acquisition of User's Facial Expressions in Game Expression Hunter.

Sugiyanto Sugiyanto, I Ketut Eddy Purnama, Eko Mulyanto Yuniarno, Hanny Haryanto, Nur Rokhman, Mauridhi Hery Purnomo

Proceedings of the IEEE Conference on Games, 2020

2019

A New Approach to Classify Knee Osteoarthritis Severity from Radiographic Images based on CNN-LSTM Method.

Rima Tri Wahyuningrum, Lilik Anifah, I Ketut Eddy Purnama, Mauridhi Hery Purnomo

Proceedings of the IEEE 10th International Conference on Awareness Science and Technology, 2019

Classification of Sleep Disorder from Single Lead Non-overlapping of ECG-apnea based Non-Linear Analysis using Ensemble Approach.

Iman Fahruzi, I Ketut Eddy Purnama, H. Takahashi, Mauridhi H. Purnomo

Proceedings of the IEEE 10th International Conference on Awareness Science and Technology, 2019

Image-based Kinship Verification using Fusion Convolutional Neural Network.

Reza Fuad Rachmadi, I Ketut Eddy Purnama, Supeno Mardi Susiki Nugroho, Yoyon Kusnendar Suprapto

Proceedings of the 11th IEEE International Workshop on Computational Intelligence and Applications, 2019

2018

Profiling Director's Style Based on Camera Positioning Using Fuzzy Logic.

Hartarto Junaedi, Mochamad Hariadi, I. Ketut Eddy Purnama

Comput., 2018

2017

Texture Detection for Letter Carving Segmentation of Ancient Copper Inscriptions.

Susijanto T. Rasmana, Yoyon K. Suprapto, I. Ketut Eddy Purnama, Keiichi Uchimura, Gou Koutaki

Int. J. Pattern Recognit. Artif. Intell., 2017

Inter-departmental research collaboration recommender system based on content filtering in a cold start problem.

Diana Purwitasari, Chastine Fatichah, I. Ketut Eddy Purnama, Surya Sumpeno, Mauridhi Hery Purnomo

Proceedings of the 10th IEEE International Workshop on Computational Intelligence and Applications, 2017

2016

A novel hybrid of S2DPCA and SVM for knee osteoarthritis classification.

Rima Tri Wahyuningrum, Lilik Anifah, I. Ketut Eddy Purnama, Mauridhi Hery Purnomo

Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2016

2015

Intelligent Classification of Learner's Cognitive Domain using Bayes Net, Naïve Bayes, and J48 Utilizing Bloom's Taxonomy-based Serious Game.

Nyoman Sukajaya, I. Ketut E. Purnama, Mauridhi Hery Purnomo

Int. J. Emerg. Technol. Learn., 2015

Vehicle Color Recognition using Convolutional Neural Network.

Reza Fuad Rachmadi, I. Ketut Eddy Purnama

CoRR, 2015

2013

Parrondo's paradox based strategies in the serious game of rtgs using forest fire model.

Saiful Bukhori, Mochamad Hariadi, I. Ketut E. Purnama, Mauridhi Hery Purnomo

Int. Arab J. Inf. Technol., 2013

2011

WordNet Editor to Refine Indonesian Language Lexical Database.

Gunawan, Jessica Felani Wijoyo, I. Ketut E. Purnama, Mochamad Hariadi

Proceedings of the International Conference on Asian Language Processing, 2011

2010

Non-Compactness Attribute Filtering to Extract Retinal Blood Vessels in Fundus Images.

I. Ketut E. Purnama, K. Y. E. Aryanto, Michael H. F. Wilkinson

Int. J. E Health Medical Commun., 2010

An Improved Olympic Hole-Filling Method for Ultrasound Volume Reconstruction of Human Spine.

Dyah Ekashanti Octorina Dewi, Tati L. R. Mengko, I. Ketut E. Purnama, Albert G. Veldhuizen, Michael H. F. Wilkinson

Int. J. E Health Medical Commun., 2010

2007

Branches filtering approach for max-tree.

I. Ketut E. Purnama, Michael H. F. Wilkinson, Albert G. Veldhuizen, Peter M. A. van Ooijen, Jaap Lubbers, Tri Arief Sardjono, Gijbertus Jacob Verkerke

Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007