Frank Y. Shih

ORCID

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 39

Top Venues

Int. J. Pattern Recognit. Artif. Intell.

CoRR

Pattern Recognit.

BrainLes@MICCAI (2)

Publications

Chun-Ming Tsai, Frank Y. Shih
A Novel Multi-Data-Augmentation and Multi-Deep-Learning Framework for Counting Small Vehicles and Crowds. Int. J. Pattern Recognit. Artif. Intell. 38 (2) (2024)
Al Shahriar Rubel, Frank Y. Shih
FPA-Net: Frequency-Guided Position-Based Attention Network for Land Cover Image Segmentation. Int. J. Pattern Recognit. Artif. Intell. 37 (11) (2023)
Yucong Shen, Frank Y. Shih, Hao Chen
Drug Toxicity Prediction by Machine Learning Approaches. Int. J. Pattern Recognit. Artif. Intell. 37 (10) (2023)
Chun-Ming Tsai, Frank Y. Shih
An Efficient Detection and Recognition System for Multiple Motorcycle License Plates Based on Decision Tree. Int. J. Pattern Recognit. Artif. Intell. 36 (5) (2022)
Nishan Khatri, Agnibh Dasgupta, Yucong Shen, Xin Zhong, Frank Y. Shih
Perspective Transformation Layer. CSCI (2022)
Yucong Shen, Frank Y. Shih, Xin Zhong, I-Cheng Chang
Deep Morphological Neural Networks. Int. J. Pattern Recognit. Artif. Intell. 36 (12) (2022)
Chun-Ming Tsai, Frank Y. Shih, Jun-Wei Hsieh
Real-Time Vehicle Counting by Deep-Learning Networks. ICMLC (2022)
Yanan Yang, Frank Y. Shih, I-Cheng Chang
Adaptive Image Reconstruction for Defense Against Adversarial Attacks. Int. J. Pattern Recognit. Artif. Intell. 36 (12) (2022)
Yanan Yang, Frank Y. Shih, Usman Roshan
Defense Against Adversarial Attacks Based on Stochastic Descent Sign Activation Networks on Medical Images. Int. J. Pattern Recognit. Artif. Intell. 36 (3) (2022)
Nishan Khatri, Agnibh Dasgupta, Yucong Shen, Xin Zhong, Frank Y. Shih
Perspective Transformation Layer. CoRR (2022)
Xin Zhong, Frank Y. Shih
Automatic Image Pixel Clustering based on Mussels Wandering Optimization. Int. J. Pattern Recognit. Artif. Intell. 35 (2) (2021)
Shaobo Liu, Frank Y. Shih, Xin Zhong
Classification of Chest X-Ray Images Using Novel Adaptive Morphological Neural Networks. Int. J. Pattern Recognit. Artif. Intell. 35 (10) (2021)
Xin Zhong, Pei-Chi Huang, Spyridon Mastorakis, Frank Y. Shih
An Automated and Robust Image Watermarking Scheme Based on Deep Neural Networks. IEEE Trans. Multim. 23 (2021)
Sathyanarayanan Somasunder, Frank Y. Shih
Land Cover Image Segmentation Based on Individual Class Binary Masks. Int. J. Pattern Recognit. Artif. Intell. 35 (16) (2021)
Shaobo Liu, Xin Zhong, Frank Y. Shih
Joint Learning for Pneumonia Classification and Segmentation on Medical Images. Int. J. Pattern Recognit. Artif. Intell. 35 (5) (2021)
Zhibo Yang, Yanan Yang, Yunzhe Xue, Frank Y. Shih, Justin W. Ady, Usman Roshan
Accurate and adversarially robust classification of medical images and ECG time-series with gradient-free trained sign activation neural networks. BIBM (2020)
Frank Y. Shih, Himanshu Patel
Deep Learning Classification on Optical Coherence Tomography Retina Images. Int. J. Pattern Recognit. Artif. Intell. 34 (8) (2020)
Xin Zhong, Pei-Chi Huang, Spyridon Mastorakis, Frank Y. Shih
An Automated and Robust Image Watermarking Scheme Based on Deep Neural Networks. CoRR (2020)
Shaobo Liu, Frank Y. Shih, Gareth Russell, Kimberly Russell, Hai Phan
Classification of Ecological Data by Deep Learning. Int. J. Pattern Recognit. Artif. Intell. 34 (13) (2020)
Yanan Yang, Fadi G. Farhat, Yunzhe Xue, Frank Y. Shih, Usman Roshan
Classification of Histopathology Images with Random Depthwise Convolutional Neural Networks. ICBRA (2020)
Xin Zhong, Frank Y. Shih
Robust Multibit Image Watermarking Based on Contrast Modulation and Affine Rectification. Int. J. Pattern Recognit. Artif. Intell. 33 (14) (2019)
Xin Zhong, Frank Y. Shih, Xiwang Guo
Automatic Image Pixel Clustering based on Mussels Wandering Optimiz. CoRR (2019)
Xin Zhong, Frank Y. Shih
An Efficient Saliency Detection Model Based on Wavelet Generalized Lifting. Int. J. Pattern Recognit. Artif. Intell. 33 (2) (2019)
Frank Y. Shih, Yucong Shen, Xin Zhong
Development of Deep Learning Framework for Mathematical Morphology. Int. J. Pattern Recognit. Artif. Intell. 33 (6) (2019)
Xin Zhong, Frank Y. Shih
A Robust Image Watermarking System Based on Deep Neural Networks. CoRR (2019)
Yucong Shen, Xin Zhong, Frank Y. Shih
Deep Morphological Neural Networks. CoRR (2019)
Yunzhe Xue, Yanan Yang, Fadi G. Farhat, Frank Y. Shih, Olga Boukrina, A. M. Barrett, Jeffrey R. Binder, William W. Graves, Usman W. Roshan
Brain Tumor Classification with Tumor Segmentations and a Dual Path Residual Convolutional Neural Network from MRI and Pathology Images. BrainLes@MICCAI (2) (2019)
Xin Zhong, Frank Y. Shih
A High-Capacity Reversible Watermarking Scheme Based on Shape Decomposition for Medical Images. Int. J. Pattern Recognit. Artif. Intell. 33 (1) (2019)
Jinwei Wang, Ting Li, Frank Y. Shih
Discrimination of Computer Generated and Photographic Images Based on CQWT Quaternion Markov Features. Int. J. Pattern Recognit. Artif. Intell. 33 (2) (2019)
Wenyin Zhang, Frank Y. Shih, Shunbo Hu, Muwei Jian
A Visual Secret Sharing Scheme Based on Improved Local Binary Pattern. Int. J. Pattern Recognit. Artif. Intell. 32 (6) (2018)
Frank Y. Shih, Xin Zhong, I-Cheng Chang, Shin'ichi Satoh
An adjustable-purpose image watermarking technique by particle swarm optimization. Multim. Tools Appl. 77 (2) (2018)
Miao Liao, Yu-qian Zhao, Xiyao Liu, Ye-zhan Zeng, Beiji Zou, Xiaofeng Wang, Frank Y. Shih
Automatic liver segmentation from abdominal CT volumes using graph cuts and border marching. Comput. Methods Programs Biomed. 143 (2017)
Frank Y. Shih, Xin Zhong
Achieving Image Watermarking Robustness by Geometric Rectification. Int. J. Pattern Recognit. Artif. Intell. 31 (4) (2017)
Chun-Ming Tsai, Frank Y. Shih
An Efficient Image Stitching Method for Heterogeneous Car Videos Based on Bounding Boxes of Features. Int. J. Pattern Recognit. Artif. Intell. 31 (5) (2017)
Frank Y. Shih, Xin Zhong
Automated Counting and Tracking of Vehicles. Int. J. Pattern Recognit. Artif. Intell. 31 (12) (2017)
Frank Y. Shih, Xin Zhong
Intelligent Watermarking for High-Capacity Low-Distortion Data Embedding. Int. J. Pattern Recognit. Artif. Intell. 30 (5) (2016)
Xiaofang Wang, Boyang Gao, Simon Masnou, Liming Chen, Isaac Theurkauff, Cécile Cottin-Bizonne, Yuqian Zhao, Frank Y. Shih
Active colloids segmentation and tracking. Pattern Recognit. 60 (2016)
Chun-Ming Tsai, Jun-Wei Hsieh, Frank Y. Shih
Motion-based vehicle detection in Hsuehshan Tunnel. ICACI (2016)
Frank Y. Shih, Xin Zhong
High-capacity multiple regions of interest watermarking for medical images. Inf. Sci. (2016)
Frank Y. Shih, Jason K. Jackson
Copy-Cover Image Forgery Detection in Parallel Processing. Int. J. Pattern Recognit. Artif. Intell. 29 (8) (2015)
John Marin, Frank Y. Shih
Reversible Data Hiding Techniques Using Multiple Scanning Difference Value Histogram Modification. J. Inf. Hiding Multim. Signal Process. 5 (3) (2014)
Yu Qian Zhao, Xiao-Hong Wang, Xiaofang Wang, Frank Y. Shih
Retinal vessels segmentation based on level set and region growing. Pattern Recognit. 47 (7) (2014)
Walter S. Wehner Jr., Frank Y. Shih
A Self-Directed Method for Image Segmentation using a modified Top-Down Region Dividing Approach. Int. J. Pattern Recognit. Artif. Intell. 28 (6) (2014)
Gavin Lynch, Frank Y. Shih, Hong-Yuan Mark Liao
An efficient expanding block algorithm for image copy-move forgery detection. Inf. Sci. 239 (2013)
Xiang Hua Li, Yu Qian Zhao, Miao Liao, Frank Y. Shih, Yun Q. Shi
Detection of tampered region for JPEG images by using mode-based first digit features. EURASIP J. Adv. Signal Process. 2012 (2012)
Yu Qian Zhao, Xiaofang Wang, Frank Y. Shih, Gang Yu
A Level-Set Method Based on Global and Local Regions for Image Segmentation. Int. J. Pattern Recognit. Artif. Intell. 26 (1) (2012)
Chandralekha De, Frank Y. Shih
Improved image inpainting using maximum value edge detector. SSIAI (2012)
Shiguo Lian, Frank Y. Shih
A Special Section of Intelligent Automation and Soft computing - Soft Computing For Copyright Protection. Intell. Autom. Soft Comput. 17 (2) (2011)
Venkata Gopal Edupuganti, Frank Y. Shih, I-Cheng Chang
An Efficient Block-Based Fragile Watermarking System for Tamper Localization and Recovery. Intell. Autom. Soft Comput. 17 (2) (2011)
Aleksey Koval, Frank Y. Shih, Boris S. Verkhovsky
A Pseudo-Random Pixel Rearrangement Algorithm Based on Gaussian Integers for Image Watermarking. J. Inf. Hiding Multim. Signal Process. 2 (1) (2011)
Gang Fu, Frank Y. Shih, Haimin Wang
A kernel-based parametric method for conditional density estimation. Pattern Recognit. 44 (2) (2011)
Frank Y. Shih, Alexander Sheppard
An Improved Feature Vocabulary Based Method for Image Categorization. Int. J. Pattern Recognit. Artif. Intell. 25 (3) (2011)
Venkata Gopal Edupuganti, Frank Y. Shih, Suryaprakash Kompalli
Categorization of Camera Captured Documents Based on Logo Identification. CAIP (2) (2011)
Yu Qian Zhao, Frank Y. Shih, Yun Q. Shi
Passive Detection of Paint-Doctored JPEG Images. IWDW (2010)
Tomas Bober, Frank Y. Shih
Image Processing-Based Methodology for Optimizing Automotive Ignition Timing. IEEE Trans. Veh. Technol. 58 (1) (2009)
Frank Y. Shih, Venkata Gopal Edupuganti
A differential evolution based algorithm for breaking the visual steganalytic system. Soft Comput. 13 (4) (2009)
Frank Y. Shih, Shouxian Cheng, Chao-Fa Chuang, Patrick S. P. Wang
Extracting Faces and Facial Features from Color Images. Int. J. Pattern Recognit. Artif. Intell. 22 (3) (2008)
Gang Fu, Frank Y. Shih, Haimin Wang
Automatic Detection of Magnetic Flux Emergings in the Solar Atmosphere From Full-Disk Magnetogram Sequences. IEEE Trans. Image Process. 17 (11) (2008)
Frank Y. Shih, Yan-Yu Fu
Approximate Image Quality Measure in Low-Dimensional Domain Based on Random Projection. Int. J. Pattern Recognit. Artif. Intell. 22 (2) (2008)
Frank Y. Shih, Kai Zhang
A distance-based separator representation for pattern classification. Image Vis. Comput. 26 (5) (2008)
Frank Y. Shih, Gang Fu
Decision Combination of Multiple Classifiers. Int. J. Pattern Recognit. Artif. Intell. 22 (2) (2008)
Frank Y. Shih, Chao-Fa Chuang, Patrick S. P. Wang
Performance Comparisons of Facial Expression Recognition in Jaffe Database. Int. J. Pattern Recognit. Artif. Intell. 22 (3) (2008)
Frank Y. Shih, Yao-Chung Chang, Min-Chun Peng, Yu-Shan Lin
Cross layer design for RFID/EPC network. Mobility Conference (2008)
Yi-Ta Wu, Frank Y. Shih, Jiazheng Shi, Yih-Tyng Wu
A top-down region dividing approach for image segmentation. Pattern Recognit. 41 (6) (2008)
Sheryl Brahnam, Chao-Fa Chuang, Randall S. Sexton, Frank Y. Shih
Machine assessment of neonatal facial expressions of acute pain. Decis. Support Syst. 43 (4) (2007)
Frank Y. Shih, Yi-Ta Wu, Chao-Fa Chuang, Jiann-Liang Chen, Hsi-Feng Lu, Yao-Chung Chang
An Intelligent Sensor Network for Object Detection, Classification and Recognition. J. Inf. Sci. Eng. 23 (6) (2007)
Gang Fu, Frank Y. Shih, Haimin Wang
Automatic Detection of Prominence Eruption Using Consecutive Solar Images. IEEE Trans. Circuits Syst. Video Technol. 17 (1) (2007)
Shouxian Cheng, Frank Y. Shih
An improved incremental training algorithm for support vector machines using active query. Pattern Recognit. 40 (3) (2007)
Marc Q. Ma, Kai Zhang, Hui-Yun Wang, Frank Y. Shih
ELB-Q: A New Method for Improving the Robustness in DNA Microarray Image Quantification. IEEE Trans. Inf. Technol. Biomed. 11 (5) (2007)
Wai-Tak Wong, Frank Y. Shih, Jung Liu
Shape-based image retrieval using support vector machines, Fourier descriptors and self-organizing maps. Inf. Sci. 177 (8) (2007)
Yu Wang, Marc Q. Ma, Kai Zhang, Frank Y. Shih
A hierarchical refinement algorithm for fully automatic gridding in spotted DNA microarray image processing. Inf. Sci. 177 (4) (2007)
Wai-Tak Wong, Frank Y. Shih, Te-Feng Su
Shape-Based Image Retrieval Using Two-Level Similarity Measures. Int. J. Pattern Recognit. Artif. Intell. 21 (6) (2007)
Yi-Ta Wu, Frank Y. Shih
Digital watermarking based on chaotic map and reference register. Pattern Recognit. 40 (12) (2007)
Frank Y. Shih, Kai Zhang
Locating object contours in complex background using improved snakes. Comput. Vis. Image Underst. 105 (2) (2007)
Wai-Tak Wong, Frank Y. Shih, Te-Feng Su
Thinning algorithms based on quadtree and octree representations. Inf. Sci. 176 (10) (2006)
Frank Y. Shih, Tobias Klotz, Werner Brockmann
A system for rotational velocity computation from image sequences. Image Vis. Comput. 24 (4) (2006)
Han-Chieh Chao, Lorna Uden, Frank Y. Shih
Special issue: mobile IP. Wirel. Commun. Mob. Comput. 6 (2006)
Sheryl Brahnam, Chao-Fa Chuang, Frank Y. Shih, Melinda R. Slack
Machine recognition and representation of neonatal facial displays of acute pain. Artif. Intell. Medicine 36 (3) (2006)
Yi-Ta Wu, Frank Y. Shih
Genetic algorithm based methodology for breaking the steganalytic systems. IEEE Trans. Syst. Man Cybern. Part B 36 (1) (2006)
Frank Y. Shih, Shouxian Cheng
Automatic seeded region growing for color image segmentation. Image Vis. Comput. 23 (10) (2005)
Frank Y. Shih, Kai Zhang
Support vector machine networks for multi-class classification. Int. J. Pattern Recognit. Artif. Intell. 19 (6) (2005)
Frank Y. Shih, Yi-Ta Wu
Enhancement of image watermark retrieval based on genetic algorithms. J. Vis. Commun. Image Represent. 16 (2) (2005)
Frank Y. Shih, Yan-Yu Fu
Color correction for color distorted images. Circuits, Signals, and Systems (2005)
Sheryl Brahnam, Chao-Fa Chuang, Frank Y. Shih, Melinda R. Slack
SVM Classification of Neonatal Facial Images of Pain. WILF (2005)
Frank Y. Shih, Vijayalakshmi Gaddipati
Geometric modeling and representation based on sweep mathematical morphology. Inf. Sci. 171 (1-3) (2005)
Frank Y. Shih, Yi-Ta Wu
Decomposition of binary morphological structuring elements based on genetic algorithms. Comput. Vis. Image Underst. 99 (2) (2005)
Frank Y. Shih, Camel Fu, Kai Zhang
Multi-view face identification and pose estimation using B-spline interpolation. Inf. Sci. 169 (3-4) (2005)
Frank Y. Shih, Yi-Ta Wu
Three-dimensional Euclidean distance transformation and its application to shortest path planning. Pattern Recognit. 37 (1) (2004)
Frank Y. Shih, Kai Zhang
Inter-Frame Interpolation By Snake Model And Greedy Algorithm. Int. J. Pattern Recognit. Artif. Intell. 18 (6) (2004)
Frank Y. Shih, Shouxian Cheng
Adaptive mathematical morphology for edge linking. Inf. Sci. 167 (1-4) (2004)
Ming Qu, Frank Y. Shih, Ju Jing, Haimin Wang
Solar flare tracking using image processing techniques. ICME (2004)
Frank Y. Shih, Chao-Fa Chuang
Automatic extraction of head and face boundaries and facial features. Inf. Sci. 158 (2004)
Ming Qu, Frank Y. Shih, Ju Jing, Haimin Wang, David Rees
Automatic Solar Flare Tracking. KES (2004)
Frank Y. Shih, Yi-Ta Wu, Brian L. C. Chen
Forward And Backward Chain-Code Representation For Motion Planning Of Cars. Int. J. Pattern Recognit. Artif. Intell. 18 (8) (2004)
Frank Y. Shih, Kai Zhang
Efficient Contour Detection Based On Improved Snake Model. Int. J. Pattern Recognit. Artif. Intell. 18 (2) (2004)
Frank Y. Shih, Yi-Ta Wu
A novel fragile watermarking technique. ICME (2004)
Frank Y. Shih, Kai Zhang, Yan-Yu Fu
A Hybrid Two-Phase Algorithm For Face Recognition. Int. J. Pattern Recognit. Artif. Intell. 18 (8) (2004)
Frank Y. Shih, Yi-Ta Wu
Fast Euclidean distance transformation in two scans using a 3 × 3 neighborhood. Comput. Vis. Image Underst. 93 (2) (2004)
Frank Y. Shih, Vijayalakshmi Gaddipati
General sweep mathematical morphology. Pattern Recognit. 36 (7) (2003)
Frank Y. Shih, Scott Y. T. Wu
Combinational image watermarking in the spatial and frequency domains. Pattern Recognit. 36 (4) (2003)

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Publication Activity (10 Years)

Top Topics

Top Venues

Frank Y. Shih