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 (VISAPP (1), 2007)

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)

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)

WordNet Editor to Refine Indonesian Language Lexical Database. - Gunawan 001; Jessica Felani Wijoyo; I. Ketut E. Purnama; Mochamad Hariadi (IALP, 2011)

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)

Vehicle Color Recognition using Convolutional Neural Network. - Reza Fuad Rachmadi; I. Ketut Eddy Purnama (CoRR, 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)

A novel hybrid of S2DPCA and SVM for knee osteoarthritis classification. - Rima Tri Wahyuningrum; Lilik Anifah; I. Ketut Eddy Purnama; Mauridhi Hery Purnomo (CIVEMSA, 2016)

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 (IWCIA, 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)

Profiling Director's Style Based on Camera Positioning Using Fuzzy Logic. - Hartarto Junaedi; Mochamad Hariadi; I. Ketut Eddy Purnama (Comput., 2018)

Image-based Kinship Verification using Fusion Convolutional Neural Network. - Reza Fuad Rachmadi; I Ketut Eddy Purnama; Supeno Mardi Susiki Nugroho; Yoyon Kusnendar Suprapto (IWCIA, 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 (iCAST, 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 (iCAST, 2019)

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 (CoG, 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 (ICCCM, 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 (ICCCM, 2020)

Image-based Kinship Verification Using Dual VGG-Face Classifie. - Reza Fuad Rachmadi; I Ketut Eddy Purnama; Supeno Mardi Susiki Nugroho; Yoyon Kusnendar Suprapto (IoTaIS, 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)

Classification of Corn Leaf Disease Using the Optimized DenseNet-169 Model. - Rima Tri Wahyuningrum; Ari Kusumaningsih; Wijanarko Putra Rajeb; I Ketut Eddy Purnama (ICIT, 2021)

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 (CIVEMSA, 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 (IST, 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 (IST, 2022)

Revisiting Dropout Regularization for Cross-Modality Person Re-Identification. - Reza Fuad Rachmadi; Supeno Mardi Susiki Nugroho; I. Ketut Eddy Purnama (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)

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)

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)

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 (MeMeA, 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)

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)

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., 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, 2023)

Volumetric Hippocampus Segmentation Using 3D U-Net Based On Transfer Learning. - Ramadhan Sanyoto Sugiharso Widodo; I Ketut Eddy Purnama; Reza Fuad Rachmadi (CIVEMSA, 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 (FUZZ, 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 (IST, 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)

Deep Learning Multi-Feature Analysis of Cough Audio Signal for Tuberculosis identification. - Vivien Arief Wardhany; I Ketut Eddy Purnama; Mauridhi Hery Purnomo (CIVEMSA, 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)

Swin Transformer With Late-Fusion Feature Aggregation for Multi-Modal Vehicle Reidentification. - Reza Fuad Rachmadi; Supeno Mardi Susiki Nugroho; I. Ketut Eddy Purnama (IEEE Access, 2025)

Investigating diverse loss functions for myocardium ring segmentation in Cardiac Magnetic Resonance images using fuzzy pooling. - Riandini; Eko Mulyanto Yuniarno; I. Ketut Eddy Purnama; Masayoshi Aritsugi; Mauridhi Hery Purnomo (Array, 2025)

Hand Gesture Recognition for Collaborative Robots Using Lightweight Deep Learning in Real-Time Robotic Systems. - Muhtadin; I Wayan Agus Darmawan; Muhammad Hilmi Rusydiansyah; I Ketut Eddy Purnama; Chastine Fatichah; Mauridhi Hery Purnomo (CoRR, 2025)