I Ketut Eddy Purnama

25 papers C 2Journal 11Unranked 12
YearRankTypeTitle / Venue / Authors
2026 — conf
RCA U-Net with Dynamic Loss Weighting for Automated Crack Segmentation in Structural Health Monitoring.
ICAIIC
Andrew Prasetyo, I Ketut Eddy Purnama, Eko Mulyanto Yuniarno, Priyo Suprobo, Arief Kurniawan
2025 J jnl
Autonomous Grasping On Quadruped Robot With Task Level Interaction.
CoRR
Muhtadin, Muhammad Hilmi Rusydiansyah, Mauridhi Hery Purnomo, I Ketut Eddy Purnama, Chastine Fatichah
2025 — conf
Deep Learning Multi-Feature Analysis of Cough Audio Signal for Tuberculosis identification.
CIVEMSA
Vivien Arief Wardhany, I Ketut Eddy Purnama, Mauridhi Hery Purnomo
2025 J jnl
Hand Gesture Recognition for Collaborative Robots Using Lightweight Deep Learning in Real-Time Robotic Systems.
CoRR
Muhtadin, I Wayan Agus Darmawan, Muhammad Hilmi Rusydiansyah, I Ketut Eddy Purnama, Chastine Fatichah, Mauridhi Hery Purnomo
2025 J jnl
Improving Crack Detection Precision of Concrete Structures Using U-Net Architecture and Novel DBCE Loss Function.
IEEE Access
Andrew Prasetyo, I Ketut Eddy Purnama, Eko Mulyanto Yuniarno, Priyo Suprobo
2025 J jnl
PEAK-U-Net: A Progressive Edge-Aware Attention KAN U-Net With Sliding Window for Crack Segmentation.
IEEE Access
Priyo Suprobo, Andrew Prasetyo, I Ketut Eddy Purnama, Eko Mulyanto Yuniarno
2025 J jnl
Quadrupped-Legged Robot Movement Plan Generation using Large Language Model.
CoRR
Muhtadin, Vincentius Gusti Putu A. B. M., Ahmad Zaini, Mauridhi Hery Purnomo, I Ketut Eddy Purnama, Chastine Fatichah
2024 — conf
Exploring the Efficacy of Spatial Subsampling Methods for 3D Image Projection for 2D Classification.
IST
Alif Aditya Wicaksono, I Ketut Eddy Purnama, Reza Fuad Rachmadi, Feby Artwodini Muqtadiroh, Ardyono Priyadi, Mauridhi Hery Purnomo
2024 J jnl
Lite-FBCN: Lightweight Fast Bilinear Convolutional Network for Brain Disease Classification from MRI Image.
CoRR
Dewinda Julianensi Rumala, Reza Fuad Rachmadi, Anggraini Dwi Sensusiati, I Ketut Eddy Purnama
2024 — conf
Multicluster Kernel Intuitionistic Fuzzy C-Means and State Transition Algorithm : Framework for Low Light Segmentation Imaging of Tuberculosis Bacilli Base of Semisupervised Approach.
FUZZ
Sari Ayu Wulandari, I Ketut Eddy Purnama, Eko Mulyanto Yuniarno, Mauridhi Hery Purnomo
2024 — conf
Volumetric Hippocampus Segmentation Using 3D U-Net Based On Transfer Learning.
CIVEMSA
Ramadhan Sanyoto Sugiharso Widodo, I Ketut Eddy Purnama, Reza Fuad Rachmadi
2023 J jnl
3-D Visualization for Lung Covid-19 Infection Based on U-Net CNN Segmentation.
IEEE Trans. Instrum. Meas.
Fransiskus Xaverius Ferdinandus, Joan Santoso, Esther Irawati Setiawan, Eko Mulyanto Yuniarno, I Ketut Eddy Purnama, Mauridhi Hery Purnomo
2023 J jnl
3D craniofacial reconstruction framework using elastic surface deformation based on automatic landmark positioning.
IET Image Process.
Putu Hendra Suputra, Anggraini Dwi Sensusiati, Myrtati Dyah Artaria, Eko Mulyanto Yuniarno, I Ketut Eddy Purnama
2023 J jnl
Deep-Stacked Convolutional Neural Networks for Brain Abnormality Classification Based on MRI Images.
J. Digit. Imaging
Dewinda Julianensi Rumala, Peter M. A. van Ooijen, Reza Fuad Rachmadi, Anggraini Dwi Sensusiati, I Ketut Eddy Purnama
2023 J jnl
Dual Convolutional Neural Network Classifier with Pyramid Attention Network for Image-Based Kinship Verification.
Acta Cybern.
Reza Fuad Rachmadi, I Ketut Eddy Purnama, Supeno Mardi Susiki Nugroho, Yoyon Kusnendar Suprapto
2022 — conf
Activation Function Selection for U-net Multi-structures Segmentation of End-Diastole and End-Systole Frames of Cine Cardiac MRI.
IST
Riandini, I Ketut Eddy Purnama, Eko Mulyanto Yuniarno, Mauridhi Hery Purnomo
2022 J jnl
Automatic 3D Cranial Landmark Positioning based on Surface Curvature Feature using Machine Learning.
Knowl. Eng. Data Sci.
Putu Hendra Suputra, Anggraini Dwi Sensusiati, Myrtati Dyah Artaria, Gijbertus Jacob Verkerke, Eko Mulyanto Yuniarno, I Ketut Eddy Purnama
2022 — conf
Covid-19 Lung Segmentation using U-Net CNN based on Computed Tomography Image.
CIVEMSA
Fransiskus Xaverius Ferdinandus, Eko Mulyanto Yuniarno, I Ketut Eddy Purnama, Mauridhi Hery Purnomo
2022 — conf
Ultrasound Image Segmentation for Deep Vein Thrombosis using Unet-CNN based on Denoising Filter.
IST
Moh Nur Shodiq, Eko Mulyanto Yuniarno, Johanes Nugroho, I Ketut Eddy Purnama
2021 — conf
Classification of Corn Leaf Disease Using the Optimized DenseNet-169 Model.
ICIT
Rima Tri Wahyuningrum, Ari Kusumaningsih, Wijanarko Putra Rajeb, I Ketut Eddy Purnama
2020 C conf
Acquiface Interface as a Device for Acquisition of User's Facial Expressions in Game Expression Hunter.
CoG
Sugiyanto Sugiyanto, I Ketut Eddy Purnama, Eko Mulyanto Yuniarno, Hanny Haryanto, Nur Rokhman, Mauridhi Hery Purnomo
2020 — conf
Image-based Kinship Verification Using Dual VGG-Face Classifie.
IoTaIS
Reza Fuad Rachmadi, I Ketut Eddy Purnama, Supeno Mardi Susiki Nugroho, Yoyon Kusnendar Suprapto
2019 — conf
A New Approach to Classify Knee Osteoarthritis Severity from Radiographic Images based on CNN-LSTM Method.
iCAST
Rima Tri Wahyuningrum, Lilik Anifah, I Ketut Eddy Purnama, Mauridhi Hery Purnomo
2019 — conf
Classification of Sleep Disorder from Single Lead Non-overlapping of ECG-apnea based Non-Linear Analysis using Ensemble Approach.
iCAST
Iman Fahruzi, I Ketut Eddy Purnama, H. Takahashi, Mauridhi H. Purnomo
2019 C conf
Image-based Kinship Verification using Fusion Convolutional Neural Network.
IWCIA
Reza Fuad Rachmadi, I Ketut Eddy Purnama, Supeno Mardi Susiki Nugroho, Yoyon Kusnendar Suprapto