She is currently an Associate Professor with the Faculty of Applied Sciences of the Macao Polytechnic University. Her research interests include Digital Multimedia Processing, Digital Watermarking, Multimedia Forensics, Tampering Detection and Self-Recovery, Remote Image Processing, and Deep Learning Techniques and Applications.
Education
PhD in Software Engineering, 2013
University of Macau
MSc in E-Commerce Technology, 2010
University of Macau
BSc in Electronic Information Technology, 2008
Macau University of Science and Technology
Latest
- A Graph-Based Framework for Traffic Forecasting and Congestion Detection Using Online Images From Multiple Cameras
- Progressive normalizing flow with learnable spectrum transform for style transfer
- Triangular Chain Closed-Loop Detection Network for Dense Pedestrian Detection
- A novel geometrically invariant quantum watermarking scheme utilizing Quantum Error Correction
- QGD-Net: A Lightweight Model Utilizing Pixels of Affinity in Feature Layer for Dermoscopic Lesion Segmentation
- QMLS: quaternion mutual learning strategy for multi-modal brain tumor segmentation
- C3MW is published in Journal of King Saud University Computer and Information Sciences [JCR Q1]
- C3MW: A Novel Comprehensive-Monitoring-Motivated Multi-model Watermarking Scheme for Tamper Detection and Self-recovery
- CAMU is published in Expert Systems with Applications [JCR Q1]
- FRRW: A feature extraction-based robust and reversible watermarking scheme utilizing zernike moments and histogram shifting
- Tampering localization and self-recovery using block labeling and adaptive significance
- FRRW is published in Journal of King Saud University Computer and Information Sciences [JCR Q1]
- One paper is accepted in ICANN 2023
- RA-Net is accepted in ICANN 2023
- SCDet: decoupling discriminative representation for dark object detection via supervised contrastive learning
- IDA-Net: Inheritable Deformable Attention Network of structural MRI for Alzheimer’s Disease Diagnosis
- Improving breast tumor segmentation via shape-wise prior-guided information on cone-beam breast CT images
- SPA-NET is published in Sensors [JCR Q2]
- Paralinguistic and spectral feature extraction for speech emotion classification using machine learning techniques
- Quaternion-Valued Correlation Learning for Few-Shot Semantic Segmentation
- Weakly supervised semantic segmentation of histological tissue via attention accumulation and pixel-level contrast learning
- GDN-CMCF: A Gated Disentangled Network With Cross-Modality Consensus Fusion for Multimodal Named Entity Recognition
- Learning from Incorrectness: Active Learning with Negative Pre-training and Curriculum Querying for Histological Tissue Classification
- MV-CDN: Multi-Visual Collaborative Deep Network for Change Detection of Double-Temporal Hyperspectral Images
- Point Cloud Plane Segmentation-Based Robust Image Matching for Camera Pose Estimation
- Power normalized cepstral robust features of deep neural networks in a cloud computing data privacy protection scheme
- Quaternion attention multi-scale widening network for endoscopy image super-resolution
- Quaternion Cross-modality Spatial Learning for Multi-modal Medical Image Segmentation
- RBA-GCN: Relational Bilevel Aggregation Graph Convolutional Network for Emotion Recognition
- SPA-Net: A Deep Learning Approach Enhanced Using a Span-Partial Structure and Attention Mechanism for Image Copy-Move Forgery Detection
- Reversible multi-watermarking for color images with grayscale invariance
- Collaborative multi-feature extraction and scale-aware semantic information mining for medical image segmentation
- Blind Dual Watermarking Scheme Using Stucki Kernel and SPIHT for Image Self-Recovery
- CD-SDN: Unsupervised Sensitivity Disparity Networks for Hyper-Spectral Image Change Detection
- Detection of weak electromagnetic interference attacks based on fingerprint in IIoT systems
- Parallel Multiple Watermarking Using Adaptive Inter-Block Correlation
- Power normalized cepstral robust features of deep neural networks in a cloud computing data privacy protection scheme
- Reinforcement Learning-Based Optimization for Mobile Edge Computing Scheduling Game
- RS-chain: a decentralized reputation-sharing framework for group-buying industry via hybrid blockchain
- Adaptive Feature Calculation and Diagonal Mapping for Successive Recovery of Tampered Regions
- A dual-tamper-detection method for digital image authentication and content self-recovery
- Alteration Detection of Multispectral/Hyperspectral Images Using Dual-Path Partial Recurrent Networks
- FD-TR: feature detector based on scale invariant feature transform and bidirectional feature regionalization for digital image watermarking
- Gauss–Jordan elimination-based image tampering detection and self-recovery
- Adaptive segmentation-based feature extraction and S-STDM watermarking method for color image
- Gram–Schmidt Orthogonalization-Based Audio Multiple Watermarking Scheme
- Quaternion Discrete Fourier Transform-Based Color Image Watermarking Method Using Quaternion QR Decomposition
- Spatial Domain-Based Nonlinear Residual Feature Extraction for Identification of Image Operations
- Automatic multi-level in-exhale segmentation and enhanced generalized S-transform for wheezing detection
- Triple-Classification of Respiratory Sounds Using Optimized S-Transform and Deep Residual Networks
- Dual-Tree Complex Wavelet Transform Based Audio Watermarking Using Distortion-Compensated Dither Modulation
- Local multi-watermarking method based on robust and adaptive feature extraction
- Multi-scale feature extraction and adaptive matching for copy-move forgery detection
- RegFrame: fast recognition of simple human actions on a stand-alone mobile device
- Robust image hashing using progressive feature selection for tampering detection
- Image Alignment-Based Multi-Region Matching for Object-Level Tampering Detection
- Quaternion-Based Image Hashing for Adaptive Tampering Localization
- Multi-level dense descriptor and hierarchical feature matching for Copy–Move forgery detection
- Multi-scale image hashing using adaptive local feature extraction for robust tampering detection
- Multi-scale noise estimation for image splicing forgery detection
- Image Forgery Detection Using Adaptive Oversegmentation and Feature Point Matching
- Histogram modification based image watermarking resistant to geometric distortions
- Robust Mel-Frequency Cepstral coefficients feature detection and dual-tree complex wavelet transform for digital audio watermarking
- Feature extraction and local Zernike moments based geometric invariant watermarking
- Robust Segments Detector for De-Synchronization Resilient Audio Watermarking
- Geometric invariant watermarking by local Zernike moments of binary image patches
- Geometrically invariant image watermarking based on feature extraction and Zernike transform
- Geometric Invariant Digital Image Watermarking Scheme Based on Histogram in DWT Domain
- Robust and geometric invariant watermarking scheme using block and gray-level histograms