Iman Yi Liao

According to our database, Iman Yi Liao authored at least 39 papers between 2008 and 2025.

Collaborative distances:

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

2025

IFViT: Interpretable Fixed-Length Representation for Fingerprint Matching via Vision Transformer.

Yuhang Qiu, Honghui Chen, Xingbo Dong, Zheng Lin, Iman Yi Liao, Massimo Tistarelli, Zhe Jin

IEEE Trans. Inf. Forensics Secur., 2025

2024

Enhancing breast cancer histopathological image classification using attention-based high order covariance pooling.

Muhammad Waqas, Amr Ahmed, Tomás Maul, Iman Yi Liao

Neural Comput. Appl., December, 2024

Addiction-related brain networks identification via Graph Diffusion Reconstruction Network.

Changhong Jing, Hongzhi Kuai, Hiroki Matsumoto, Tomoharu Yamaguchi, Iman Yi Liao, Shuqiang Wang

Brain Informatics, December, 2024

An Unsupervised Domain Adaption Method for Fault Diagnosis via Multichannel Variational Hypergraph Autoencoder.

Xiangmin Luo, Ziwei Chen, Da Huang, Fangyuan Lei, Chang-Dong Wang, Iman Yi Liao

IEEE Trans. Instrum. Meas., 2024

Multiview-based method for high-throughput quality classification of germinated oil palm seeds.

Junhui Ng, Iman Yi Liao, Mohammad Fakhry Jelani, Zi Yan Chen, Choo Kien Wong, Wei Chee Wong

Comput. Electron. Agric., 2024

A Novel Framework using Large Language Models to Automate Coursework Feedback for Computer Science modules.

Irfan Yaqub, Zhiyuan Chen, Iman Yi Liao, Tomás Maul, Hsin-Vonn Seow, Tissa Chandesa

Proceedings of the 16th International Conference on Education Technology and Computers, 2024

2023

Body landmark detection with an extremely small dataset using transfer learning.

Iman Yi Liao, Eric Savero Hermawan, Munir Zaman

Pattern Anal. Appl., February, 2023

Enhancing Polyp Segmentation Generalizability by Minimizing Images' Total Variation.

Mahmood Haithami, Amr Ahmed, Iman Yi Liao, Hamid Abdullah Jalab

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Generative AI Enables the Detection of Autism Using EEG Signals.

Yisheng Li, Iman Yi Liao, Ning Zhong, Furukawa Toshihiro, Yishan Wang, Shuqiang Wang

Proceedings of the Biometric Recognition - 17th Chinese Conference, 2023

Evaluation of Post-hoc Interpretability Methods in Breast Cancer Histopathological Image Classification.

Muhammad Waqas, Tomás Maul, Amr Ahmed, Iman Yi Liao

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2023

Enhancing Generalizability of Deep Learning Polyp Segmentation Using Online Spatial Interpolation and Hue Transformation.

Mahmood Haithami, Amr Ahmed, Iman Yi Liao

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2023

2022

Automatic Bowel Preparation Assessment Using Deep Learning.

Mahmood Haithami, Amr Ahmed, Iman Yi Liao, Hamid Abdullah Jalab

Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Lightweight Deep Network for the Classification of Breast Cancer Histopathological Images.

Muhammad Waqas, Tomás Maul, Iman Yi Liao, Amr Ahmed

Proceedings of the 15th International Congress on Image and Signal Processing, 2022

2021

Balancing Accuracy and Latency in Multipath Neural Networks.

Mohammed Amer, Tomás Maul, Iman Yi Liao

CoRR, 2021

KDT-SPSO: A multimodal particle swarm optimisation algorithm based on k-d trees for palm tree detection.

Zi Yan Chen, Iman Yi Liao, Amr Ahmed

Appl. Soft Comput., 2021

An Empirical Study of Several Information Theoretic Based Feature Extraction Methods for Classifying High Dimensional Low Sample Size Data.

Sheena Leeza Verghese, Iman Yi Liao, Tomás Henrique Maul, Siang Yew Chong

IEEE Access, 2021

An Embedded Recurrent Neural Network-based Model for Endoscopic Semantic Segmentation.

Mahmood Haithami, Amr Ahmed, Iman Yi Liao, Hamid Abdullah Jalab

Proceedings of the 3rd International Workshop and Challenge on Computer Vision in Endoscopy (EndoCV 2021) co-located with with the 18th IEEE International Symposium on Biomedical Imaging (ISBI 2021), 2021

2020

Computer-aided superimposition via reconstructing and matching 3D faces to 3D skulls for forensic craniofacial identifications.

Joi San Tan, Iman Yi Liao, Ibrahim Venkat, Bahari Belaton, P. T. Jayaprakash

Vis. Comput., 2020

A Review of Machine Learning Techniques for Applied Eye Fundus and Tongue Digital Image Processing with Diabetes Management System.

Wei Xiang Lim, Zhiyuan Chen, Amr Ahmed, Tissa Chandesa, Iman Yi Liao

CoRR, 2020

Conditional Generative Adversarial Networks for Data Augmentation in Breast Cancer Classification.

Weng San Wong, Mohammed Amer, Tomás Maul, Iman Yi Liao, Amr Ahmed

Proceedings of the Recent Advances on Soft Computing and Data Mining, 2020

2018

A Novel Method for Race Determination of Human Skulls.

Casper Oakley, Li Bai, Iman Yi Liao, Olasimbo Ayodeji Arigbabu, Nurliza Abdullah, Mohamad Helmee Mohamad Noor

Proceedings of the Pattern Recognition and Information Forensics, 2018

Novel Group Variable Selection for Salient Skull Region Selection and Sex Determination.

Olasimbo Ayodeji Arigbabu, Iman Yi Liao, Nurliza Abdullah, Mohamad Helmee Mohamad Noor

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

2017

Computer vision methods for cranial sex estimation.

Olasimbo Ayodeji Arigbabu, Iman Yi Liao, Nurliza Abdullah, Mohamad Helmee Mohamad Noor

IPSJ Trans. Comput. Vis. Appl., 2017

2016

General Human Traits Oriented Generic Elastic Model for 3D Face Reconstruction.

Joi San Tan, Ibrahim Venkat, Iman Yi Liao, Philippe De Wilde

Proceedings of the British Machine Vision Conference 2016, 2016

Can Computer Vision Techniques be Applied to Automated Forensic Examinations? A Study on Sex Identification from Human Skulls Using Head CT Scans.

Olasimbo Ayodeji Arigbabu, Iman Yi Liao, Nurliza Abdullah, Mohamad Helmee Mohamad Noor

Proceedings of the Computer Vision - ACCV 2016, 2016

2015

A neural network-based point registration method for 3D rigid face image.

Junfen Chen, Iman Yi Liao, Bahari Belaton, Munir Zaman

World Wide Web, 2015

Division-based large point set registration using coherent point drift (CPD) with automatic parameter tuning.

Junfen Chen, Iman Yi Liao, Bahari Belaton, Munir Zaman

J. Intell. Fuzzy Syst., 2015

Distance-Based 3D Face Reconstruction Using Regularization.

Ashraf Y. A. Maghari, Iman Yi Liao, Ibrahim Venkat, Bahari Belaton

Proceedings of the Advances in Visual Informatics, 2015

2014

Adaptive face modelling for reconstructing 3D face shapes from single 2D images.

Ashraf Y. A. Maghari, Ibrahim Venkat, Iman Yi Liao, Bahari Belaton

IET Comput. Vis., 2014

Bi-Stage Large Point Set Registration Using Gaussian Mixture Models.

Junfen Chen, Munir Zaman, Iman Yi Liao, Bahari Belaton

Proceedings of the Computer Vision - ACCV 2014, 2014

2013

Reconstructing 3D Face Shapes from Single 2D Images Using an Adaptive Deformation Model.

Ashraf Y. A. Maghari, Ibrahim Venkat, Iman Yi Liao, Bahari Belaton

Proceedings of the Advances in Visual Informatics, 2013

Effect of Training Sample on Reconstructing 3D Face Shapes from Feature Points.

Ashraf Y. A. Maghari, Ibrahim Venkat, Iman Yi Liao, Bahari Belaton

Proceedings of the Advances in Information Technology - 6th International Conference, 2013

2012

Effect of Facial Feature Points Selection on 3D Face Shape Reconstruction Using Regularization.

Ashraf Y. A. Maghari, Iman Yi Liao, Bahari Belaton

Proceedings of the Neural Information Processing - 19th International Conference, 2012

Quantitative analysis on PCA-based statistical 3D face shape modeling.

Ashraf Y. A. Maghari, Iman Yi Liao, Bahari Belaton

Proceedings of the Computational Modelling of Objects Represented in Images, 2012

2011

The Gradient of the Maximal Curvature Estimation for Crest Lines Extraction.

Pan Zheng, Bahari Belaton, Iman Yi Liao, Zainul Ahmad Rajion

Proceedings of the Visual Informatics: Sustaining Research and Innovations, 2011

2010

A Harmony Search with Multi-pitch Adjusting Rate for the University Course Timetabling.

Mohammed Azmi Al-Betar, Ahamad Tajudin Abdul Khader, Iman Yi Liao

Proceedings of the Recent Advances In Harmony Search Algorithm, 2010

2009

Isosurface Extraction of Volumetric Data Using Implicit Surface Polygonization.

Pan Zheng, Bahari Belaton, Iman Yi Liao

Proceedings of the Third Asia International Conference on Modelling & Simulation, 2009

Skull Registration Using Rigid Super-Curves.

Iman Yi Liao, Pan Zheng, Bahari Belaton

Proceedings of the Sixth International Conference on Computer Graphics, 2009

2008

A fractal-based relaxation algorithm for shape from terrain image.

Iman Yi Liao, Maria Petrou, Rongchun Zhao

Comput. Vis. Image Underst., 2008