Frank Y. Shih

Orcid: 0000-0002-1507-0285

Affiliations:
  • New Jersey Institute of Technology, Newark, USA


According to our database1, Frank Y. Shih authored at least 153 papers between 1988 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
A Novel Multi-Data-Augmentation and Multi-Deep-Learning Framework for Counting Small Vehicles and Crowds.
Int. J. Pattern Recognit. Artif. Intell., February, 2024

2023
FPA-Net: Frequency-Guided Position-Based Attention Network for Land Cover Image Segmentation.
Int. J. Pattern Recognit. Artif. Intell., September, 2023

Drug Toxicity Prediction by Machine Learning Approaches.
Int. J. Pattern Recognit. Artif. Intell., August, 2023

2022
Defense Against Adversarial Attacks Based on Stochastic Descent Sign Activation Networks on Medical Images.
Int. J. Pattern Recognit. Artif. Intell., 2022

Adaptive Image Reconstruction for Defense Against Adversarial Attacks.
Int. J. Pattern Recognit. Artif. Intell., 2022

An Efficient Detection and Recognition System for Multiple Motorcycle License Plates Based on Decision Tree.
Int. J. Pattern Recognit. Artif. Intell., 2022

Deep Morphological Neural Networks.
Int. J. Pattern Recognit. Artif. Intell., 2022

Real-Time Vehicle Counting by Deep-Learning Networks.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2022

Perspective Transformation Layer.
Proceedings of the International Conference on Computational Science and Computational Intelligence, 2022

2021
An Automated and Robust Image Watermarking Scheme Based on Deep Neural Networks.
IEEE Trans. Multim., 2021

Automatic Image Pixel Clustering based on Mussels Wandering Optimization.
Int. J. Pattern Recognit. Artif. Intell., 2021

Land Cover Image Segmentation Based on Individual Class Binary Masks.
Int. J. Pattern Recognit. Artif. Intell., 2021

Joint Learning for Pneumonia Classification and Segmentation on Medical Images.
Int. J. Pattern Recognit. Artif. Intell., 2021

Classification of Chest X-Ray Images Using Novel Adaptive Morphological Neural Networks.
Int. J. Pattern Recognit. Artif. Intell., 2021

2020
Deep Learning Classification on Optical Coherence Tomography Retina Images.
Int. J. Pattern Recognit. Artif. Intell., 2020

Classification of Ecological Data by Deep Learning.
Int. J. Pattern Recognit. Artif. Intell., 2020

Classification of Histopathology Images with Random Depthwise Convolutional Neural Networks.
Proceedings of the ICBRA 2020: 7th International Conference on Bioinformatics Research and Applications, 2020

Accurate and adversarially robust classification of medical images and ECG time-series with gradient-free trained sign activation neural networks.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019
Robust Multibit Image Watermarking Based on Contrast Modulation and Affine Rectification.
Int. J. Pattern Recognit. Artif. Intell., 2019

An Efficient Saliency Detection Model Based on Wavelet Generalized Lifting.
Int. J. Pattern Recognit. Artif. Intell., 2019

A High-Capacity Reversible Watermarking Scheme Based on Shape Decomposition for Medical Images.
Int. J. Pattern Recognit. Artif. Intell., 2019

Discrimination of Computer Generated and Photographic Images Based on CQWT Quaternion Markov Features.
Int. J. Pattern Recognit. Artif. Intell., 2019

Development of Deep Learning Framework for Mathematical Morphology.
Int. J. Pattern Recognit. Artif. Intell., 2019

Automatic Image Pixel Clustering based on Mussels Wandering Optimiz.
CoRR, 2019

Deep Morphological Neural Networks.
CoRR, 2019

A Robust Image Watermarking System Based on Deep Neural Networks.
CoRR, 2019

Brain Tumor Classification with Tumor Segmentations and a Dual Path Residual Convolutional Neural Network from MRI and Pathology Images.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019

2018
Image Segmentation.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

An adjustable-purpose image watermarking technique by particle swarm optimization.
Multim. Tools Appl., 2018

A Visual Secret Sharing Scheme Based on Improved Local Binary Pattern.
Int. J. Pattern Recognit. Artif. Intell., 2018

2017
An Efficient Image Stitching Method for Heterogeneous Car Videos Based on Bounding Boxes of Features.
Int. J. Pattern Recognit. Artif. Intell., 2017

Automated Counting and Tracking of Vehicles.
Int. J. Pattern Recognit. Artif. Intell., 2017

Achieving Image Watermarking Robustness by Geometric Rectification.
Int. J. Pattern Recognit. Artif. Intell., 2017

Automatic liver segmentation from abdominal CT volumes using graph cuts and border marching.
Comput. Methods Programs Biomed., 2017

2016
Active colloids segmentation and tracking.
Pattern Recognit., 2016

High-capacity multiple regions of interest watermarking for medical images.
Inf. Sci., 2016

Intelligent Watermarking for High-Capacity Low-Distortion Data Embedding.
Int. J. Pattern Recognit. Artif. Intell., 2016

Motion-based vehicle detection in Hsuehshan Tunnel.
Proceedings of the Eighth International Conference on Advanced Computational Intelligence, 2016

2015
Copy-Cover Image Forgery Detection in Parallel Processing.
Int. J. Pattern Recognit. Artif. Intell., 2015

2014
Retinal vessels segmentation based on level set and region growing.
Pattern Recognit., 2014

Reversible Data Hiding Techniques Using Multiple Scanning Difference Value Histogram Modification.
J. Inf. Hiding Multim. Signal Process., 2014

A Self-Directed Method for Image Segmentation using a modified Top-Down Region Dividing Approach.
Int. J. Pattern Recognit. Artif. Intell., 2014

2013
An efficient expanding block algorithm for image copy-move forgery detection.
Inf. Sci., 2013

2012
A Level-Set Method Based on Global and Local Regions for Image Segmentation.
Int. J. Pattern Recognit. Artif. Intell., 2012

Detection of tampered region for JPEG images by using mode-based first digit features.
EURASIP J. Adv. Signal Process., 2012

Improved image inpainting using maximum value edge detector.
Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2012

2011
A kernel-based parametric method for conditional density estimation.
Pattern Recognit., 2011

A Pseudo-Random Pixel Rearrangement Algorithm Based on Gaussian Integers for Image Watermarking.
J. Inf. Hiding Multim. Signal Process., 2011

An Improved Feature Vocabulary Based Method for Image Categorization.
Int. J. Pattern Recognit. Artif. Intell., 2011

A Special Section of Intelligent Automation and Soft computing - Soft Computing For Copyright Protection.
Intell. Autom. Soft Comput., 2011

An Efficient Block-Based Fragile Watermarking System for Tamper Localization and Recovery.
Intell. Autom. Soft Comput., 2011

Categorization of Camera Captured Documents Based on Logo Identification.
Proceedings of the Computer Analysis of Images and Patterns, 2011

2010
Passive Detection of Paint-Doctored JPEG Images.
Proceedings of the Digital Watermarking - 9th International Workshop, 2010

2009
Image Segmentation.
Proceedings of the Encyclopedia of Database Systems, 2009

Feature Reduction for Support Vector Machines.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Image Processing-Based Methodology for Optimizing Automotive Ignition Timing.
IEEE Trans. Veh. Technol., 2009

A differential evolution based algorithm for breaking the visual steganalytic system.
Soft Comput., 2009

2008
Automatic Detection of Magnetic Flux Emergings in the Solar Atmosphere From Full-Disk Magnetogram Sequences.
IEEE Trans. Image Process., 2008

A top-down region dividing approach for image segmentation.
Pattern Recognit., 2008

A distance-based separator representation for pattern classification.
Image Vis. Comput., 2008

Approximate Image Quality Measure in Low-Dimensional Domain Based on Random Projection.
Int. J. Pattern Recognit. Artif. Intell., 2008

Decision Combination of Multiple Classifiers.
Int. J. Pattern Recognit. Artif. Intell., 2008

Performance Comparisons of Facial Expression Recognition in Jaffe Database.
Int. J. Pattern Recognit. Artif. Intell., 2008

Extracting Faces and Facial Features from Color Images.
Int. J. Pattern Recognit. Artif. Intell., 2008

Cross layer design for RFID/EPC network.
Proceedings of the 5th International Conference on Mobile Technology, 2008

2007
ELB-Q: A New Method for Improving the Robustness in DNA Microarray Image Quantification.
IEEE Trans. Inf. Technol. Biomed., 2007

Automatic Detection of Prominence Eruption Using Consecutive Solar Images.
IEEE Trans. Circuits Syst. Video Technol., 2007

Digital watermarking based on chaotic map and reference register.
Pattern Recognit., 2007

An improved incremental training algorithm for support vector machines using active query.
Pattern Recognit., 2007

An Intelligent Sensor Network for Object Detection, Classification and Recognition.
J. Inf. Sci. Eng., 2007

Shape-based image retrieval using support vector machines, Fourier descriptors and self-organizing maps.
Inf. Sci., 2007

A hierarchical refinement algorithm for fully automatic gridding in spotted DNA microarray image processing.
Inf. Sci., 2007

Shape-Based Image Retrieval Using Two-Level Similarity Measures.
Int. J. Pattern Recognit. Artif. Intell., 2007

Machine assessment of neonatal facial expressions of acute pain.
Decis. Support Syst., 2007

Locating object contours in complex background using improved snakes.
Comput. Vis. Image Underst., 2007

2006
Special issue: mobile IP.
Wirel. Commun. Mob. Comput., 2006

Genetic algorithm based methodology for breaking the steganalytic systems.
IEEE Trans. Syst. Man Cybern. Part B, 2006

Recognizing facial action units using independent component analysis and support vector machine.
Pattern Recognit., 2006

A system for rotational velocity computation from image sequences.
Image Vis. Comput., 2006

Thinning algorithms based on quadtree and octree representations.
Inf. Sci., 2006

Machine recognition and representation of neonatal facial displays of acute pain.
Artif. Intell. Medicine, 2006

2005
A modified regulated morphological corner detector.
Pattern Recognit. Lett., 2005

Decomposition of arbitrary gray-scale morphological structuring elements.
Pattern Recognit., 2005

Improved feature reduction in input and feature spaces.
Pattern Recognit., 2005

Enhancement of image watermark retrieval based on genetic algorithms.
J. Vis. Commun. Image Represent., 2005

Automatic seeded region growing for color image segmentation.
Image Vis. Comput., 2005

Robust watermarking and compression for medical images based on genetic algorithms.
Inf. Sci., 2005

Geometric modeling and representation based on sweep mathematical morphology.
Inf. Sci., 2005

Multi-view face identification and pose estimation using B-spline interpolation.
Inf. Sci., 2005

Support vector machine networks for multi-class classification.
Int. J. Pattern Recognit. Artif. Intell., 2005

Decomposition of binary morphological structuring elements based on genetic algorithms.
Comput. Vis. Image Underst., 2005

SVM Classification of Neonatal Facial Images of Pain.
Proceedings of the Fuzzy Logic and Applications, 6th International Workshop, 2005

Color correction for color distorted images.
Proceedings of the Third IASTED International Conference on Circuits, 2005

2004
The efficient algorithms for achieving Euclidean distance transformation.
IEEE Trans. Image Process., 2004

An adjusted-purpose digital watermarking technique.
Pattern Recognit., 2004

Three-dimensional Euclidean distance transformation and its application to shortest path planning.
Pattern Recognit., 2004

Adaptive mathematical morphology for edge linking.
Inf. Sci., 2004

Automatic extraction of head and face boundaries and facial features.
Inf. Sci., 2004

A Hybrid Two-Phase Algorithm For Face Recognition.
Int. J. Pattern Recognit. Artif. Intell., 2004

Inter-Frame Interpolation By Snake Model And Greedy Algorithm.
Int. J. Pattern Recognit. Artif. Intell., 2004

Efficient Contour Detection Based On Improved Snake Model.
Int. J. Pattern Recognit. Artif. Intell., 2004

Forward And Backward Chain-Code Representation For Motion Planning Of Cars.
Int. J. Pattern Recognit. Artif. Intell., 2004

Fast Euclidean distance transformation in two scans using a 3 × 3 neighborhood.
Comput. Vis. Image Underst., 2004

Automatic Solar Flare Tracking.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

A novel fragile watermarking technique.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Solar flare tracking using image processing techniques.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

2003
Combinational image watermarking in the spatial and frequency domains.
Pattern Recognit., 2003

General sweep mathematical morphology.
Pattern Recognit., 2003

2001
An adaptive algorithm for conversion from quadtree to chain codes.
Pattern Recognit., 2001

Computing unique three-dimensional object aspects representation.
Inf. Sci., 2001

2000
Wavelet coefficients clustering using morphological operations and pruned quadtrees.
Pattern Recognit., 2000

1999
A one-pass algorithm for local symmetry of contours from chain codes.
Pattern Recognit., 1999

1998
Size-invariant four-scan Euclidean distance transformation.
Pattern Recognit., 1998

A morphological approach to shortest path planning for rotating objects.
Pattern Recognit., 1998

1997
An Efficient Class of Alternating Sequential Filters in Morphology.
CVGIP Graph. Model. Image Process., 1997

1996
Reply to "Comments on 'Analysis of the properties of soft morphological filtering using threshold decomposition' ".
IEEE Trans. Signal Process., 1996

Adaptive document block segmentation and classification.
IEEE Trans. Syst. Man Cybern. Part B, 1996

Skeletonization for fuzzy degraded character images.
IEEE Trans. Image Process., 1996

Design of One-Pass Training Algorithms for Variant Morphological Operations.
Inf. Sci., 1996

1995
Analysis of the properties of soft morphological filtering using threshold decomposition.
IEEE Trans. Signal Process., 1995

A new safe-point thinning algorithm based on the mid-crack code tracing.
IEEE Trans. Syst. Man Cybern., 1995

Fuzzy typographical analysis for character preclassification.
IEEE Trans. Syst. Man Cybern., 1995

Recursive soft morphological filters.
IEEE Trans. Image Process., 1995

Pipeline architectures for recursive morphological operations.
IEEE Trans. Image Process., 1995

A skeletonization algorithm by maxima tracking on Euclidean distance transform.
Pattern Recognit., 1995

A general purpose model for image operations based on multilayer perceptrons.
Pattern Recognit., 1995

Threshold Decomposition of Gray-Scale Soft Morphology into Binary Soft Morphology.
CVGIP Graph. Model. Image Process., 1995

1994
Exact and approximate algorithms for unordered tree matching.
IEEE Trans. Syst. Man Cybern., 1994

Fully parallel thinning with tolerance to boundary noise.
Pattern Recognit., 1994

An Automatic Text-Free Speaker Recognition System Based on an Enhanced Art 2 Neural Architecture.
Inf. Sci., 1994

An Improved Fast Algorithm for the Restoration of Images Based on Chain Codes Description.
CVGIP Graph. Model. Image Process., 1994

Analysis and modelling of deformed swept volumes.
Comput. Aided Des., 1994

1993
Reconstruction of Binary and Gray-Scale Images from Mid-crack Code Descriptions.
J. Vis. Commun. Image Represent., 1993

Model-based partial shape recognition using contour curvature and affine transformation.
Inf. Sci., 1993

On solving exact Euclidean distance transformation with invariance to object size.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1993

Threshold decomposition of soft morphological filters.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1993

1992
A mathematical morphology approach to Euclidean distance transformation.
IEEE Trans. Image Process., 1992

Decomposition of geometric-shaped structuring elements using morphological transformations on binary images.
Pattern Recognit., 1992

Morphological shape description using geometric spectrum on multidimensional binary images.
Pattern Recognit., 1992

A new art-based neural architecture for pattern classification and image enhancement without prior knowledge.
Pattern Recognit., 1992

Implementing morphological operations using programmable neural networks.
Pattern Recognit., 1992

A new single-pass algorithm for extracting the mid-crack codes of multiple regions.
J. Vis. Commun. Image Represent., 1992

Optimization on euclidean distance transformation using grayscale morphology.
J. Vis. Commun. Image Represent., 1992

Pattern Matching in Unordered Trees.
Proceedings of the Fourth International Conference on Tools with Artificial Intelligence, 1992

Restoration of binary and gray-scale images using the contour mid-crack codes description.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

1991
Decomposition of gray-scale morphological structuring elements.
Pattern Recognit., 1991

Object representation and recognition using mathematical morphology model.
J. Syst. Integr., 1991

A maxima-tracking method for skeletonization from Euclidean distance function.
Proceedings of the Third International Conference on Tools for Artificial Intelligence, 1991

1990
A neural architecture applied to the enhancement of noisy binary images without prior knowledge.
Proceedings of the 2nd International IEEE Conference on Tools for Artificial Intelligence, 1990

Medial axis transformation with single-pixel and connectivity preservation using Euclidean distance computation.
Proceedings of the 10th IAPR International Conference on Pattern Recognition, 1990

1989
Threshold Decomposition of Gray-Scale Morphology into Binary Morphology.
IEEE Trans. Pattern Anal. Mach. Intell., 1989

1988
Industrial parts recognition and inspection by image morphology.
Proceedings of the 1988 IEEE International Conference on Robotics and Automation, 1988

Automated fast recognition and location of arbitrarily shaped objects by image morphology.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1988


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