國立中央大學教師履歷平台

期刊著作

• Generative AI Shanshui animation enhancement using Perlin noise and diffusion models
  Discover Artificial Intelligence, 6, 1, 2026-12-01
  [ Generative AI,Perlin noise,Prompt engineering,Shanshui animation synthesis ]

• Evaluation of deep learning models for segmentation of hippocampus volumes from MRI images in Alzheimer’s disease
  Scientific Reports, 16, 1, 2026-12-01
  [ DeepLab-v3,Hippocampus,Segmentation,U-Net,Volume loss,YOLO-v8 ]

• Enhancing deep learning reliability in MRI images of Alzheimer's disease using pairwise probability differential reliability quantification
  Biomedical Signal Processing and Control, 119, 2026-06-15
  [ Alzheimer'sdisease,DeepLearning,Model Interpretability,MRIImages,Reliability ]

• ConSeisDiff: A conditional diffusion approach to mitigate synthetic-real disparities in seismic fault detection
  Journal of Applied Geophysics, 243, 2025-12-01
  [ Deep learning,Diffusion model,Seismic fault detection,Synthetic image ]

• Enhanced detection of mild cognitive impairment in Alzheimer’s disease: a hybrid model integrating dual biomarkers and advanced machine learning
  BMC Geriatrics, 25, 1, 2025-12-01
  [ Biomarkers,Cerebrospinal Fluid,Fuzzy clustering,Hippocampal volume,Hybrid learning model,Mild Cognitive Impairment ]

• Enhancing the reliability of Alzheimer's disease prediction in MRI images
  Computers in Biology and Medicine, 197, 2025-10-01
  [ Alzheimer's disease,Classification,Deep learning,MRI image,Reliability ]

• Ensemble network using oblique coronal MRI for Alzheimer's disease diagnosis
  NeuroImage, 310, 2025-04-15
  [ Alzheimer's disease,Ensemble network,Mild cognitive impairment,MRI,Oblique coronal slices ]

• Hippocampal volume asymmetry in Alzheimer disease: A systematic review and meta-analysis
  Medicine (United States), 104, 10, 2025-03-07
  [ asymmetry,automatic,manual,segmentation,volume reduction ]

• Edge AI-Based Detection for Defective Coffee Beans Using Deep Learning and Streamlit Framework
  IEEE Access, 13, 67977-67992, 2025-01-01
  [ Agriculture,coffee image dataset,computer vision,deep learning,edge AI ]

• A Real-Time Deep Learning Approach to Badminton Player Positioning and Movement Tracking
  Proceedings - IEEE International Conference on Advanced Video and Signal-Based Surveillance, AVSS, 2025, 2025-01-01

• Indoor staircase detection for supporting security systems in autonomous smart wheelchairs based on deep analysis of the Co-occurrence Matrix and Binary Classification
  Intelligent Systems with Applications, 23, 2024-09-01
  [ Binary classification,Gray level co-occurrence matrix,Obstacle detection,Smart wheelchair ]

• Pseudo Skin Image Generator (PSIG-Net): Ambiguity-free sample generation and outlier control for skin lesion classification
  Biomedical Signal Processing and Control, 93, 2024-07-01
  [ GAN,Melanoma,Pseudo image,Siamese network,Skin lesion classification ]

• PreAugNet: improve data augmentation for industrial defect classification with small-scale training data
  Journal of Intelligent Manufacturing, 35, 3, 1233-1246, 2024-03-01
  [ CNN,Data augmentation,Decision boundary,PreAugNet,Surface defect classification,Synthetic sample generation ]

• Entropy-Boosted Adversarial Patch for Concealing Pedestrians in YOLO Models
  IEEE Access, 12, 32772-32779, 2024-01-01
  [ Adversarial attack,deep learning,entropy ]

• Deep Learning Applications in MRI-Based Detection of the Hippocampal Region for Alzheimer's Diagnosis
  IEEE Access, 12, 103830-103838, 2024-01-01
  [ hippocampal region,Landmark,MRI image,object detection,YOLO ]

• Using Deep Learning-Based Methods for Automated Segmentation of Soft Tissues From Shoulder Ultrasound Images
  IEEE Access, 12, 111481-111492, 2024-01-01
  [ Artificial intelligence,computer assisted diagnosis,muscle,ultrasonography ]

• WiFi-TCN: Temporal Convolution for Human Interaction Recognition Based on WiFi Signal
  IEEE Access, 12, 126970-126982, 2024-01-01
  [ channel state information (CSI),data augmentation,Enter attention,human activity recognition,temporal convolution network (TCN),WiFi signal ]

• Effective Adversarial Sample Detection for Securing Automatic Speech Recognition
  Proceedings - IEEE International Conference on Advanced Video and Signal-Based Surveillance, AVSS, 2024, 2024-01-01

• EdANo-Vision: An Edge AI-Powered Anomaly Detector using Flask Web-App Framework
  Proceedings - IEEE International Conference on Advanced Video and Signal-Based Surveillance, AVSS, 2024, 2024-01-01

• Multi-hop Video Super Resolution with Long-Term Consistency (MVSRGAN)
  Multimedia Tools and Applications, 83, 2, 4115-4132, 2024-01-01
  [ Generative adversarial network,Long-term consistency,Multi-hop,Video super resolution ]

• A deep feature-level fusion model for masked face identity recommendation system
  Journal of Ambient Intelligence and Humanized Computing, 14, 12, 16011-16024, 2023-12-01
  [ AI-driven technology,COVID-19,Deep learning,Face identity recommendation system,Masked face recognition ]

• Cryptensor: A Resource-Shared Co-Processor to Accelerate Convolutional Neural Network and Polynomial Convolution
  IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 42, 12, 4735-4748, 2023-12-01
  [ Convolutional neural network (CNN),cryptography,field programmable gate array (FPGA),generic-matrix-multiplication (GEMM),polynomial convolution,ResNet-18,systolic tensor array (STA),VGG-16 ]

• Robust Signboard Detection and Recognition in Real Environments
  IEEE Transactions on Consumer Electronics, 69, 3, 421-430, 2023-08-01
  [ Cyclical generative adversarial networks,one-stage detector,signboard detection ]

• MOVING OBJECT DETECTION FOR COMPLEX SCENES BY MERGING BG MODELING AND DEEP LEARNING METHOD
  Journal of Artificial Intelligence and Soft Computing Research, 13, 3, 151-163, 2023-06-01
  [ deep learning,Moving object detection,Video surveillance ]

• FDD: a deep learning–based steel defect detectors
  International Journal of Advanced Manufacturing Technology, 126, 3-4, 1093-1107, 2023-05-01
  [ Deformable convolution,Deformable RoI pooling,Feature pyramid network,Guided anchoring,Region proposal network,Steel defect detection ]

• Specific Expert Learning: Enriching Ensemble Diversity via Knowledge Distillation
  IEEE Transactions on Cybernetics, 53, 4, 2494-2505, 2023-04-01
  [ Deep learning,ensemble diversity,knowledge distillation (KD) ]

• Invisible Adversarial Attacks on Deep Learning-Based Face Recognition Models
  IEEE Access, 11, 51567-51577, 2023-01-01
  [ Adversarial attack,deep learning,face recognition ]

• An Improved Speed Estimation Using Deep Homography Transformation Regression Network on Monocular Videos
  IEEE Access, 11, 5955-5965, 2023-01-01
  [ deep learning,homography transformation,Intelligent transportation system,speed estimation,vehicle detection and recognition,vehicle tracking ]

• Hierarchical Image Transformation and Multi-Level Features for Anomaly Defect Detection
  Sensors, 23, 2, 2023-01-01
  [ anomaly detection,feature vector,image transformation,metal defect,poison image ]

• Rule-based Explaining Module: Enhancing the Interpretability of Recurrent Relational Network in Sudoku Solving
  Machine Graphics and Vision, 32, 3-4, 125-145, 2023-01-01
  [ machine learning,recurrent relational network,rule-based explaining module,Sudoku puzzle solving ]

• Enhancing Single Object Tracking With a Hybrid Approach: Temporal Convolutional Networks, Attention Mechanisms, and Spatial-Temporal Memory
  IEEE Access, 11, 139211-139222, 2023-01-01
  [ attention mechanism,single object tracking,spatial-temporal memory,Temporal convolutional networks ]

• An approach to the diagnosis of lumbar disc herniation using deep learning models
  Frontiers in Bioengineering and Biotechnology, 11, 2023-01-01
  [ augmentation,automatic detection,low back pain,MRI,YOLO models ]

• Diagnosis of Alzheimer's Disease Using Convolutional Neural Network With Select Slices by Landmark on Hippocampus in MRI Images
  IEEE Access, 11, 61688-61697, 2023-01-01
  [ axial view,Convolutional neural network,coronal view,multiclass classification,sagittal view ]

• Deep Learning in Left and Right Footprint Image Detection Based on Plantar Pressure
  Applied Sciences (Switzerland), 12, 17, 2022-09-01
  [ cerebral palsy,complex footprints,foot progression angle,object detection,YOLO ]

• Novel Spatio-Temporal Continuous Sign Language Recognition Using an Attentive Multi-Feature Network
  Sensors, 22, 17, 2022-09-01
  [ continuous sign language,keypoints,multi-feature,self-attention,spatial,temporal ]

• Enhancing Precision with an Ensemble Generative Adversarial Network for Steel Surface Defect Detectors (EnsGAN‐SDD)
  Sensors, 22, 11, 2022-06-01
  [ boundary localization,defect detection,generative adversarial network (GAN),recursive FPN ]

• A Deep Learning Method for Foot Progression Angle Detection in Plantar Pressure Images
  Sensors, 22, 7, 2022-04-01
  [ angle parameter,foot clinic,foot problems,object detection,YOLO ]

• Moving Pedestrian Localization and Detection With Guided Filtering
  IEEE Access, 10, 89181-89196, 2022-01-01
  [ convolutional neural network (CNN),integrated surveillance system,Moving object analysis,pedestrian localization and detection,YOLO ]

• Estimation of various walking intensities based on wearable plantar pressure sensors using artificial neural networks
  Sensors, 21, 19, 2021-10-01
  [ Artificial neural network,Automatic classification,Plantar region pressure image,Walking duration,Walking speed ]

• Lumbar Disc Herniation Automatic Detection in Magnetic Resonance Imaging Based on Deep Learning
  Frontiers in Bioengineering and Biotechnology, 9, 2021-08-19
  [ data augmentation,low back pain,medical image,object detection,YOLO ]

• A review of the challenges in deep learning for skeletal and smooth muscle ultrasound images
  Applied Sciences (Switzerland), 11, 9, 2021-05-01
  [ Classification method,Muscle disease,Network architecture,Segmentation framework,Ultrasonography ]

• Moving Object Detection through Image Bit-Planes Representation without Thresholding
  IEEE Transactions on Intelligent Transportation Systems, 21, 4, 1404-1414, 2020-04-01
  [ Bit-planes,hyper bit-plane,spatial improvement,temporal improvement ]

• Sequential Dual Attention Network for Rain Streak Removal in a Single Image
  IEEE Transactions on Image Processing, 29, 9250-9265, 2020-01-01
  [ deep learning,deraining,dilated convolution,dual attention network,Single image rain streaks removal ]

• Transfer2Depth: Dual Attention Network with Transfer Learning for Monocular Depth Estimation
  IEEE Access, 8, 86081-86090, 2020-01-01
  [ Computer vision,deep learning,monocular depth estimation,spatial-channel attention module,transfer learning ]

• Dynamic hand gesture recognition using 3DCNN and LSTM with FSM context-aware model
  Sensors, 19, 24, 2019-12-02
  [ Context-aware,Deep learning,Hand gesture recognition,Multimodal system ]

• A novel non-negative matrix factorization technique for decomposition of Chinese characters with application to secret sharing
  Eurasip Journal on Advances in Signal Processing, 2019, 1, 2019-12-01
  [ Chinese characters,Matrix decomposition,Non-negative matrix factorization (NMF),Secret sharing ]

• Efficient triple output network for vertebral segmentation and identification
  IEEE Access, 7, 117978-117985, 2019-01-01
  [ Deep learning,Triple output,Vertebra segmentation ]

• PedJointNet: Joint Head-Shoulder and Full Body Deep Network for Pedestrian Detection
  IEEE Access, 7, 47687-47697, 2019-01-01
  [ Adaptively adjusted weights,Head-shoulder detection,Pedestrian detection ]

• HEVC intra frame coding based on convolutional neural network
  IEEE Access, 6, 50087-50095, 2018-08-24
  [ CNN,Convolutional neural network,HEVC,high efficiency video coding,intra frame coding ]

• Rain streak removal based on non-negative matrix factorization
  Multimedia Tools and Applications, 77, 15, 20001-20020, 2018-08-01
  [ Canny edge detection,Non-negative matrix factorization (NMF),Rain removal ]

• Gender classification based on multi-scale and run-length features
  Journal of Electronic Science and Technology, 15, 3, 251-257, 2017-09-01
  [ Gender classification,Run-length,Texture feature ]

• Enhanced biometric score fusion scheme based on the adaboost algorithm
  Journal of Electronic Science and Technology, 15, 2, 187-193, 2017-06-15
  [ AdaBoost,Biometric authentication,Face recognition,Score-level fusion ]

• Guest editorial intelligent video surveillance and related technologies
  Journal of Electronic Science and Technology, 15, 2, 113-114, 2017-06-15

• Three-Pronged Compensation and Hysteresis Thresholding for Moving Object Detection in Real-Time Video Surveillance
  IEEE Transactions on Industrial Electronics, 64, 6, 4945-4955, 2017-06-01
  [ Background modeling,hysteresis thresholding,mixture of Gaussians,motion compensation,video surveillance ]

• Moving object detection in the encrypted domain
  Multimedia Tools and Applications, 76, 7, 9759-9783, 2017-04-01
  [ Background modeling,Mixture of Gaussians,Moving object detection,Video encryption ]

• RGB-D abandoned object detection based on GrabCut using kinect
  Journal of Internet Technology, 18, 4, 927-933, 2017-01-01
  [ 3D processing,Abandoned object detection,GrabCut ]

• Robust techniques for abandoned and removed object detection based on Markov random field
  Journal of Visual Communication and Image Representation, 39, 181-195, 2016-08-01
  [ Abandoned object detection,Background modelling,GMM,Markov random field ]

• Secure multicasting of images via joint privacy-preserving fingerprinting, decryption, and authentication
  Journal of Visual Communication and Image Representation, 38, 858-871, 2016-07-01
  [ Authentication,Content integrity,Data encryption,Image authentication,Joint fingerprinting and decryption (JFD),Multimedia distribution,Privacy-preserving fingerprinting,Secret sharing ]

• Predictive Texture Synthesis-Based Intra Coding Scheme for Advanced Video Coding
  IEEE Transactions on Multimedia, 17, 9, 1508-1514, 2015-09-01
  [ H.264/AVC,high efficient video coding (HEVC),intra coding,video coding,video compression ]

• Robust laser speckle authentication system through data mining techniques
  IEEE Transactions on Industrial Informatics, 11, 2, 505-512, 2015-04-27
  [ Image processing,Imaging systems,Optical security and encryption,Pattern recognition ]

• Inter-embedding error-resilient mechanism in scalable video coding
  Information Sciences, 294, 439-455, 2015-02-10
  [ Error-resilient,Reversible data embedding,Scalable video coding ]

• Repairable image authentication scheme
  International Journal of Network Security, 17, 4, 439-444, 2015-01-01
  [ Image authentication,Located mechanism,Recovery ]

• Self-verifiable secret sharing scheme with locatability for halftone images
  International Journal of Network Security, 17, 3, 246-250, 2015-01-01
  [ Authentication mechanism,Image secret sharing,Lossless reconstruction ]

• Efficient compression-jointed quality controllable scrambling method for H.264/SVC
  International Journal of Network Security, 17, 3, 290-297, 2015-01-01
  [ Compression-jointed encryption,Quality control,Scalable video coding (SVC),Video encryption ]

• A new intra prediction with adaptive template matching through finite state machine
  Journal of Visual Communication and Image Representation, 29, 33-45, 2015-01-01
  [ Codebook,Finite state machine,H.264/AVC,High Efficiency Video Coding,Intra prediction,Motion estimation,Side-match vector quantization,Video coding ]

• Learning-based leaf image recognition frameworks
  Studies in Computational Intelligence, 591, 77-91, 2015-01-01
  [ Bag-of-words (BoW),Dictionary learning,Leaf image recognition,Plant identification,Sparse representation ]

• Compressing vector quantization index table using side match state codebook
  Journal of Information Hiding and Multimedia Signal Processing, 6, 1, 47-58, 2015-01-01
  [ Side match,SOC,Vector quantization system ]

• Real-time background modeling based on a multi-level texture description
  Information Sciences, 269, 106-127, 2014-06-10
  [ Background modeling,Gaussian mixture modeling,Motion detection ]

• Reversible joint fingerprinting and decryption based on side match vector quantization
  Signal Processing, 98, 52-61, 2014-05-01
  [ Joint fingerprinting and decryption,Multimedia distribution,Side-match vector quantization,Traitor tracing,Vector quantization ]

• An indicator elimination method for Side-match vector quantization
  Journal of Information Hiding and Multimedia Signal Processing, 4, 4, 233-249, 2013-08-06
  [ Data hiding,Declustering,Indicator elimination,Side-match vec-tor quantization (SMVQ),Vector quantization (VQ) ]

• Significance-Preserving-Guided Content-Aware Image Retargeting
  Smart Innovation, Systems and Technologies, 21, 339-348, 2013-06-28

• Moving Objects Detection Based on Hysteresis Thresholding
  Smart Innovation, Systems and Technologies, 21, 289-298, 2013-06-28
  [ Background modeling,Hysteresis thre-sholding,Moving objects detection ]

• Left-object detection through background modeling
  International Journal of Innovative Computing, Information and Control, 9, 4, 1373-1388, 2013-05-21
  [ Background subtraction,Object detection,Video surveillance ]

• Computer aided alignment and quantitative 4D structural plasticity analysis of neurons
  Neuroinformatics, 11, 2, 249-257, 2013-04-01
  [ Dendrite dynamics,Dynamic analysis,In vivo time-lapse imaging,Neuron morphology,Semi-automatic method,Structural plasticity,Weighted match ]

• Multi-camera invariant appearance modeling for non-rigid object identification in a real-time environment
  Journal of Visual Communication and Image Representation, 24, 6, 717-728, 2013-01-01
  [ Appearance model,Gaussian mixture model,Hierarchical tree structures,Identification,Invariant features,Multi-camera,Real-time system,Surveillance ]

• Temporal video transcoding based on frame complexity analysis for mobile video communication
  IEEE Transactions on Broadcasting, 59, 1, 38-46, 2013-01-01
  [ Frame complexity,frame selection,temporal coherence,temporal transcoding,video quality assessment,video transcoding,visual complexity ]

• Data hiding for vector quantization images using mixed-base notation and dissimilar patterns without loss of fidelity
  Information Sciences, 201, 70-79, 2012-10-15
  [ Declustering,Mixed base notation,Reversible data embedding ]

• Low-complexity video coding via power-rate-distortion optimization
  Journal of Visual Communication and Image Representation, 23, 3, 569-585, 2012-04-01
  [ Hash,Low-complexity video coding,Low-power and power-aware video coding,Motion estimation,Multiview video coding,Power-rate-distortion optimization,Rate-distortion,Wireless multimedia sensor networks ]

• An automatic evaluation system for contrast-detail phantom images in digital radiography
  International Journal of Imaging Systems and Technology, 22, 4, 15-26, 2012-01-01
  [ bilinear pixel interpolation,contrast-detail phantom,region shifting ]

• Apply the Modulus Function to secret image sharing
  International Journal of Innovative Computing, Information and Control, 8, 1 A, 375-385, 2012-01-01
  [ (t, n) threshold scheme,Image sharing,Modulus function ]

• Joint fingerprinting and decryption with noise-resistant for vector quantization images
  Signal Processing, 92, 9, 2159-2171, 2012-01-01
  [ Joint fingerprinting and decryption,Traitor tracing,Vector quantization ]

• Feature-based sparse representation for image similarity assessment
  IEEE Transactions on Multimedia, 13, 5, 1019-1030, 2011-10-01
  [ Feature detection,image copy detection,image recognition,image retrieval,image similarity assessment,sparse representation ]

• Reversible steganography for BTC-compressed images
  Fundamenta Informaticae, 109, 2, 121-134, 2011-09-16
  [ block truncation coding (BTC),Reversible data hiding,steganography ]

• Three-dimensional reconstruction of brain-wide wiring networks in drosophila at single-cell resolution
  Current Biology, 21, 1, 1-11, 2011-01-11

• Constructing neuronal structure from 3D confocal microscopic images
  Journal of Medical and Biological Engineering, 29, 1, 1-6, 2009-03-01
  [ Confocal microscopy,Gradient vector flow (GVF) snake,Green fluorescent protein (GFP),Neuron tracing,Tree structure ]

• Placing chinese phonetic symbols on mobile phones using linear programming
  International Journal of Innovative Computing, Information and Control, 4, 8, 2113-2126, 2008-08-01
  [ Chinese phonetic symbols,Linear programming,Mobile phone ]

• Lossless data hiding for color images based on block truncation coding
  Pattern Recognition, 41, 7, 2347-2357, 2008-07-01
  [ Block truncation coding (BTC),Genetic algorithm (GA),Reversible data hiding,Steganography ]

• Three-phase lossless data hiding method for the VQ index table
  Fundamenta Informaticae, 82, 1-2, 1-13, 2008-01-28
  [ Search-order coding (SOC),Side match vector quantization (SMVQ),Steganography ]

• Reversible steganographic method with high payload for JPEG images
  IEICE Transactions on Information and Systems, E91-D, 3, 836-845, 2008-01-01
  [ DCT,JPEG,Lossless data hiding,Reversible steganography ]

• Lossless data embedding with high embedding capacity based on declustering for VQ-compressed codes
  IEEE Transactions on Information Forensics and Security, 2, 3, 341-349, 2007-09-01
  [ Declustering,Minimum spanning tree,Reversible data hiding,Short spanning path ]

• Secret image hiding and sharing based on the (t,n)-threshold
  Fundamenta Informaticae, 76, 4, 399-411, 2007-05-28
  [ (t,n)-threshold secret sharing,Image quantization,Secret image sharing,Steganography ]

• Reversible steganographic method using SMVQ approach based on declustering
  Information Sciences, 177, 8, 1796-1805, 2007-04-15
  [ Prediction,Reversible data embedding,Steganography ]

• Simple efficient mutual anonymity protocols for peer-to-peer network based on primitive roots
  Journal of Network and Computer Applications, 30, 2, 662-676, 2007-04-01
  [ Mutual anonymity,Peer-to-peer (P2P) systems,Primitive roots ]

• Reversible data hiding in the VQ-compressed domain
  IEICE Transactions on Information and Systems, E90-D, 9, 1422-1429, 2007-01-01
  [ Data hiding,Reversible data embedding,Steganography,Vector quantization ]

• Reversible data embedding based on prediction approach for VQ and SMVQ compressed images
  Fundamenta Informaticae, 74, 2-3, 189-207, 2006-12-13
  [ Prediction,Reversible data embedding,Steganography ]

• Reversible steganography for VQ-compressed images using side matching and relocation
  IEEE Transactions on Information Forensics and Security, 1, 4, 493-501, 2006-12-01
  [ Reversible data embedding,Side match vector quantization,Steganography ]

• New image steganographic methods using run-length approach
  Information Sciences, 176, 22, 3393-3408, 2006-11-22
  [ Data hiding,Run-length encoding,Steganography ]

• Perfect hashing schemes for mining traversal patterns
  Fundamenta Informaticae, 70, 3, 185-202, 2006-03-07
  [ Data mining,Perfect hashing,Performance analysis,Traversal patterns ]

• A new density-based scheme for clustering based on genetic algorithm
  Fundamenta Informaticae, 68, 4, 315-331, 2005-12-01
  [ Clustering algorithms,DBSCAN,Genetic algorithms ]

• Perfect hashing schemes for mining association rules
  Computer Journal, 48, 2, 168-179, 2005-04-08

• An efficient graph-based method for parallel mining problems
  Journal of Information and Knowledge Management, 3, 2, 143-154, 2004-12-01
  [ Graph theory,Maximal cliques,Parallel mining ]

• A Prediction Scheme for Image Vector Quantization Based on Mining Association Rules
  Lecture Notes in Computer Science, 3309, 230-240, 2004-01-01

研討會著作

• Exploring Seismic Attributes for Facies Layer Analysis with Deep Learning
  629-630, 2025-01-01
  [ facies analysis,fault detection,Seismic attributes,seismic interpretation ]

• Enhancing Coffee Bean Detection Using Tone Mapping and Instance Segmentation
  631-632, 2025-01-01
  [ bean segmentation,deep learning,smart agriculture,Tone mapping ]

• DoubleU-Net Based Two-Shot Inference for Robust Hippocampus Segmentation in MRI Images
  665-666, 2025-01-01
  [ Alzheimer's Disease,Deep Learning,DeepLabv3,Segmentation,U-Net,YOLOv8 ]

• Overlapped Coffee Beans Detection and Localization Using a Low-Cost 3D Monocular Point Cloud Clustering Method
  2382-2387, 2025-01-01
  

• Plant Species-Specific Anomaly Detection Based on Electrophysiological Signals
  1694-1699, 2025-01-01
  [ anomaly detection,autoencoder,bioelectrical,plant monitoring,signal processing ]

• Forecasting Stock Prices with Sequential Deep Learning: A Long Short-Term Memory Approach
  177-183, 2025-01-01
  [ deep learning,forecasting,long short-term memory,sequential,stock prices ]

• Zero-Shot Representation Learning for Alzheimer’s Disease MRI via Frozen CLIP
  184-189, 2025-01-01
  [ Alzheimer’s disease,brain MRI,feature representation,frozen CLIP,zero-shot learning ]

• A Dual-Stream Network with Gated Fusion for Enhanced Alzheimer’s Disease Classification Using MRI and Region-Specific Segmentation Maps
  245-250, 2025-01-01
  [ Alzheimer's disease,brain segmentation,convolutional neural networks,feature fusion,medical image analysis ]

• Non-Contact Cooling Fan Defect Detection via Wi-Fi Sensing and Deep Learning
  196-201, 2025-01-01
  [ Channel State Information (CSI),deep learning,predictive maintenance,rotating machinery,Wi-Fi sensing ]

• Robust Defense Against Adversarial Attacks with Defensive Preprocessing and Adversarial Training
  2025-01-01
  [ Adversarial attacks,adversarial training,deep learning,defensive preprocessing,image classification ]

• The Intelligent Systems of Skin Thickness in Measured by Optical Coherence Tomography
  2025-01-01
  [ Optical Coherence Tomography,Plantar Surface,Skin Thickness,Walking Exercise ]

• Artificial Intelligence Based Segmentation for Skin-Layer Visualization from Optical Coherence Tomography Images
  2025-01-01
  [ Deep Learning,Epidermis,Prediction,Stratum Corneum,U-Net ]

• Real-time Identification of Badminton Hitting Actions Using Video and Human Key Point Heat Maps
  2025-01-01
  [ 3D-CNN,badminton,Heat map,Human key points,Video classification ]

• Educational Training on Business Management Using Web-Based Applications with Cryptocurrency Integration
  157-162, 2024-01-01
  [ application,business,cryptocurrency,educational,web ]

• ECG Anomaly Detection with LSTM-Autoencoder for Heartbeat Analysis
  2024-01-01
  [ autoencoder model,deep learning,electrocardiogram signal,long short-Term memory,time-series anomaly detection ]

• Utilizing Brain Region Volume Estimations to Enhance Interpretability of Decision Trees for Alzheimer's Disease Classification
  311-312, 2024-01-01
  [ Alzheimer's disease,brain volume region,decision tree,self-explanatory ]

• Segmenting Alzheimer's Disease MRI Slices for Hippocampal Volume Calculation
  307-308, 2024-01-01
  [ Brain,Neuroanatomy,Volume,YOLO ]

• Integrating Stable diffusion for Improved Alzheimer's Disease Classification: Insights from MRI Images and YOLOv8
  303-304, 2024-01-01
  [ Alzheimer's disease,deep learning,Generative model,MRI image,stable diffusion ]

• A Real-Time Application for Rail Surface Defect Inspection Utilizing Rectangular-Shaped Labels
  214-219, 2023-01-01
  [ Rail Surface Defect Inspection,Rectangular-shaped Labels,You Only Look Once (YOLO) ]

• Pseudo-LiDAR Meets Agriculture: Leveraging 3D Monocular Point Cloud Processing for Coffee Beans
  84-89, 2023-01-01
  [ camera calibration,coffee bean,depth map,Pseudo-LiDAR ]

• USK-FEMO: A Face Emotion Dataset using Deep Learning for Effective Learning
  199-203, 2023-01-01
  [ Deep Learning,Emotion Classification,Emotion Dataset,Mobile-Net architecture ]

• Early Alzheimer's Disease Detection Through YOLO-Based Detection of Hippocampus Region in MRI Images
  32-35, 2023-01-01
  [ Alzheimer's disease detection,automatic labeling,hippocampus region,Magnetic Resonance Imaging,YOLO ]

• Shoulder and Knee Abnormality Examination Based on Artificial Landmark Estimation
  36-39, 2023-01-01
  [ Anthropometric Detection,Computer Vision,Deep learning,Human Pose Estimation ]

• Implementing Multi-Level Features in a Student-Teacher Network for Anomaly Detection
  839-840, 2023-01-01
  [ anomaly detection,feature vector,student-teacher ]

• Automatic Detection of Lumbar Disc Herniation Using YOLOv7
  443-444, 2023-01-01
  [ Automatic Detection,Deep Learning,Low Back Pain,MRI ]

• Deep Learning Approach to Predict Alzheimer's Disease through Magnetic Resonance Images
  845-846, 2023-01-01
  [ Classification,Convolutional Neural Network,MRI,VGG-19 ]

• Automated Slice Selection and Labeling of Hippocampus Regions for Alzheimer's Disease
  841-842, 2023-01-01
  

• A Comparative Analysis of the Yolo Models for Intelligent Lobster Surveillance Camera
  2131-2136, 2023-01-01
  

• USK-COFFEE Dataset: A Multi-Class Green Arabica Coffee Bean Dataset for Deep Learning
  469-473, 2022-01-01
  [ coffee beans,Convolutional Neural Network (CNN),deep learning,sorting coffee ]

• A Unified Video Summarization for Video Anomalies Through Deep Learning
  2022-01-01
  [ 3D-CNN,anomaly,blob analysis,deep learning,summarization ]

• Multivariate time series analysis on variables that influence pandemic expansion
  2022-01-01
  [ correlation,covid-19,multivariate time-series,pandemic analysis,statistical measure ]

• Observation of Attention Mechanism Baseline for PCB Surface Inspection System
  2022-01-01
  [ attention network,deep learning,defect detection,PCB ]

• Lightning YOLOv4 for a Surface Defect Detection System for Sawn Lumber
  184-189, 2022-01-01
  [ CSPDarknet53,PANet,SAM,Surface defect inspection system,YOLOv4 ]

• Reinforced Cascading Convolutional Neural Networks and Vision Transformer for Lung Disease Diagnosis
  201-202, 2022-01-01
  

• Evaluation of Additional Augmented Images for Steel Surface Defect Detection
  199-200, 2022-01-01
  

• To Dev or to Doc?: Predicting College IT Students' Prominent Functions in Software Teams Using LMS Activities and Academic Profiles
  105-110, 2022-01-01
  [ Education Technology,IT College Students,Machine Learning,Multivariate Time-series,Software Roles ]

• Exploring the Use of Different Feature Levels of CNN for Anomaly Detection
  146-150, 2022-01-01
  [ computer vision,dimensionality reduction,high-dimensional features,industrial anomaly detection,PCA ]

• A beneficial dual transformation approach for deep learning networks used in steel surface defect detection
  619-622, 2021-08-24
  [ Bilinear interpolation,Defect Detection system,High-resolution network,RGB to HSV ]

• Plant Disease Detection Mobile Application Development using Deep Learning
  34-38, 2021-07-13
  [ deep learning,mobile application,object detection,plant disease ]

• Enhancing Siamese Visual Tracking with Background Relations
  340-344, 2021-01-01
  [ Background features,Siamese network,Visual object tracking ]

• A Door Detection System for Convenience Stores in Taiwan
  24-29, 2021-01-01
  [ Computer Vision,Deep Learning,Door Detection ]

• Lightweight Pedestrian Detection through Guided Filtering and Deep Learning
  629-630, 2021-01-01
  [ Convolutional Neural Network (CNN),Integrated Surveillance System,Moving Object Analysis,Pedestrian Localization and Detection,YOLOv3 ]

• Embedded-based Tomato Septoria Leaf Detection with Intel Movidius Neural Compute Stick
  907-908, 2021-01-01
  [ CNN,Deep learning,Intel Movidius Neural Computing Stick (NCS),Raspberry pi,Septoria ]

• Evaluation of Face Recognition with Wearing Mask or Not
  2021-01-01
  

• Detectors++: The Robust Baseline for a Defect Detection System
  2021-01-01
  

• Evaluation of Data Augmentation on Surface Defect Detection
  2021-01-01
  

• Limited-Anchor Deep Neural Network for Moving Object Detection
  2020-09-28
  

• Mask Classification and Head Temperature Detection Combined with Deep Learning Networks
  74-78, 2020-09-28
  [ deep learning,neural network,object detection,RetinaNet ]

• High efficient single-stage steel surface defect detection
  2019-09-01
  

• Rat Grooming Detection Using Random Forest Classifier
  2019-05-01
  

• Deep Learning based Moving Object Detection for Video Surveillance
  2019-05-01
  

• Two staged machine learning network for spine segmentation and recognition
  194-197, 2019-01-04
  [ Spine segmentation,Two staged network,Y-shape model ]

• Secret Sharing Application for Two-dimensional QR Barcode
  2018-08-27
  

• An UNet-Based Head Shoulder Segmentation Network
  2018-08-27
  

• Offline automatic actor tracking in a movie
  1-5, 2018-07-03
  [ face detection,face recognition,Object tracking,scene change detection ]

• Depth-based feature extraction-guided automatic identification tracking of steel products for smart manufacturing in steel 4.0
  145-146, 2018-06-22
  [ depth image,identification tracking,Industry 4.0,smart manufacturing,steel 4.0,steel industry ]

• Secret sharing based on part-based factorization for Chinese characters
  209-210, 2017-07-25
  

• A DPM based object detector using HOG-LBP features
  315-316, 2017-07-25
  

• Moving object detection based on image bit-planes and co-occurrence matrix in video surveillance
  1-2, 2017-07-25
  

• Fast vision-based surface inspection of defects for steel billets
  2017-01-03
  [ Automated optical inspection,Billet images,Defect detection,Defect inspection,Steel products ]

• Automatic Brain Extraction for T1-Weighted Magnetic Resonance Images Using Region Growing
  250-253, 2016-12-16
  [ Brain extraction,Magnetic resonance image,Region growing ]

• Vision-based fall detection through shape features
  237-240, 2016-08-16
  [ Fall detection,Motion features,Motion history image ]

• New face detection method based on multi-scale histograms
  229-232, 2016-08-16
  [ Face detection,Multi-scale descriptor,Texture feature ]

• Image bit-planes representation for moving object detection in real-time video surveillance
  2016-07-25
  [ hysteresis thresholding,image bit-plane,motion compensation,video surveillance ]

• 3D feature extraction of vertebrae for secure transpedicular drill guide
  2016-07-25
  

• Human action recognition based on non-negative matrix factorization
  1091-1093, 2016-02-19
  [ Action recognition,motion history image,non-negative matrix factorization ]

• Joint SVD and QR codes for image authentication
  1137-1140, 2016-02-19
  

• Human detection using non-negative matrix factorization
  370-371, 2015-08-20
  [ Biomedical imaging,Computer vision,Conferences,Feature extraction,Pattern recognition,Testing,Training ]

• Single image rain removal based on part-based model
  462-463, 2015-08-20
  [ Biomedical imaging,Dictionaries,Frequency conversion,Image edge detection,Image quality,Image reconstruction,Rain ]

• Grabcut-based abandoned object detection
  2014-11-14
  

• Comparative study of leaf image recognition with a novel learning-based approach
  389-393, 2014-10-07
  [ bag-of-words,classification,dictionary learning,leaf recognition,plant identification ]

• An adaptive-window-based image dehazing method
  2014-02-12
  

• Fast image matching using multi-level texture descriptor
  2014-02-12
  

• Real-time vehicle color identification for surveillance videos
  59-64, 2014-01-01
  [ support vector machine,tree structure,vehicle color classification ]

• An improved method for image thresholding based on the valley-emphasis method
  2013-12-01
  

• Abandoned object detection in complicated environments
  2013-12-01
  

• Non-liner learning for mixture of Gaussians
  2013-12-01
  

• Self-authentication mechanism with recovery ability for digital images
  299-304, 2013-10-15
  [ Image authentication,Recovery,Watermarking ]

• Identification and tracking of players in sport videos
  113-116, 2013-09-16
  [ identification,recognition,sport video,tracking,video analysis ]

• Cross-camera complementary vehicle matching via feature expandsion for video forensics
  211-212, 2013-09-11
  

• High efficient joint fingerprinting and decryption for multimedia distribution
  2013-01-01
  [ Cjoint fingerprinting and decryption,Multimedia distribution,Traitor tracing ]

• Privacy-preserving multimedia cloud computing via compressive sensing and sparse representation
  246-249, 2012-12-01
  [ cloud computing,compressive sensing,multimedia security,privacy-preserving,sparse coding,transcoding ]

• Image copy detection via dictionary learning and sparse coding
  242-245, 2012-12-01
  [ compressive sensing,copy detection,dictionary learning,image authentication,image hashing,sparse coding ]

• Efficient image/video dehazing through haze density analysis based on pixel-based dark channel prior
  238-241, 2012-12-01
  [ dark channel prior,dehazing,deweathering,haze density analysis,image/video enhancement,image/video restoration ]

• Background subtraction by modeling pixel and neighborhood information
  2012-12-01
  

• Joint fingerprinting and decryption for VQ images through bipartite matching
  27-30, 2012-12-01
  [ Joint fingerprinting and decryption,Traitor tracing,Vector quantization ]

• Message from UISTA-12 workshop chairs
  2012-11-28
  

• Multimedia privacy protection system for mobil environments
  133-136, 2011-12-19
  [ face recognition,mobile phones,privacy-preserving ]

• Robust background modeling based on multiscale color description
  748-751, 2011-12-01
  

• Secure transcoding for compressive multimedia sensing
  917-920, 2011-12-01
  [ compressive sensing (CS),multimedia compression and communication,Secure transcoding,sparse representation ]

• Intelligent projector system based on computer vision
  176-179, 2011-11-09
  [ Component,Computer vision,Face detection,Smart projector ]

• Chaos-based image integrity authentication code
  13-16, 2010-12-28
  [ Chaos,Image authentication code,Image integrity,Watermarking ]

• Adaptive space-time beamforming technique for passive radar system with ultra low signal to interference ratio
  2010-12-06
  

• Real-time robust background modeling based on joint color and texture descriptions
  622-625, 2010-12-01
  [ Background modeling,Gaussian mixture modeling,Motion detection ]

• Noise-resistant joint fingerprinting and decryption based on vector quantization
  463-468, 2010-12-01
  [ Joint fingerprinting and decryption,Traitor tracing,Vector quantization ]

• An abandoned objects management system based on the gaussian mixture model
  169-175, 2008-11-17
  

專書

• Communications in Computer and Information Science
  104-113, 2026-01-01
  [ adversarial attacks,adversarial examples,deep learning,imperceptible transformations,vector quantization ]

• Applied Human Factors and Ergonomics International
  187-195, 2022-01-01
  [ Diabetes,Diabetic foot ulcers,Effective young’s modulus,Stiffness ]

• Lecture Notes in Networks and Systems
  15-29, 2022-01-01
  [ Deep learning,Face mask detection,Face mask recognition ]

• Lecture Notes in Electrical Engineering
  267-272, 2022-01-01
  [ Data augmentation,Deep learning,Few-shot learning,Object detection ]

• Lecture Notes in Electrical Engineering
  715-720, 2022-01-01
  [ Classification,Deep learning,Few-shot learning,Fruit ripeness ]

• Lecture Notes in Networks and Systems
  270-277, 2021-01-01
  [ Diabetic foot ulcers,InceptionV3,MobileNets,Resnet50 ]

• Advances in Intelligent Systems and Computing
  56-62, 2020-01-01
  [ Deep learning,Skeletal muscle fatigue,Ultrasound images ]

• Advances in Intelligent Systems and Computing
  502-507, 2020-01-01
  [ Convolutional LSTM,Deep learning,Multi-view depth estimation,Recurrent neural network ]

• Advances in Intelligent Systems and Computing
  202-212, 2020-01-01
  [ Defect detection,Fully convolutional networks,ResNet,SSD ]

• Advances in Intelligent Systems and Computing
  3-13, 2020-01-01
  [ Acceleration,Convolutional neural network,Propulsion strategy,Spectrogram ]

• Advances in Intelligent Systems and Computing
  141-149, 2019-01-01
  [ Defect detection,Fully convolutional networks,Wavelet transform ]

• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  3-13, 2019-01-01
  [ Assistive technology,Content-aware,Direction,Distance,Mask-RCNN,Speed,Visually impaired ]

• Lecture Notes in Networks and Systems
  269-276, 2018-01-01
  [ 3D processing,Abandoned object detection,GrabCut ]

• Biometrics: Concepts, Methodologies, Tools, and Applications
  501-528, 2016-08-30
  

• Frontiers in Artificial Intelligence and Applications
  1239-1247, 2015-01-01
  [ defect detection,discrete wavelet transform,feature fusion,high dynamic range,region of interest,steel billet ]

• Frontiers in Artificial Intelligence and Applications
  1137-1146, 2015-01-01
  [ Canny edge detection,connected component based rain removal,non-negative matrix factorization (NMF),rain removal ]

• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  553-562, 2008-12-01
  [ Appearance model,GMM,Invariants,Multiple-view,Re-identification,Tracking ]

• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  467-481, 2008-12-01
  [ Clustering,Data hiding,Genetic algorithm,Steganography ]

• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  289-298, 2007-12-01
  [ Density-based clustering,Genetic algorithms,Vector quantization ]

• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  1058-1064, 2005-01-01
  [ Clustering,Data hiding,Multi-way search,Steganography ]

• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  429-438, 2001-01-01
  [ CAI,Data Mining,Fuzzy set theory,Machine learning ]