Chiou-Ting Hsu

Orcid: 0000-0001-8857-2481

According to our database1, Chiou-Ting Hsu authored at least 82 papers between 1996 and 2024.

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

Timeline

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Bibliography

2024
DD-rPPGNet: De-interfering and Descriptive Feature Learning for Unsupervised rPPG Estimation.
CoRR, 2024

Fully Test-Time rPPG Estimation via Synthetic Signal-Guided Feature Learning.
CoRR, 2024

One-Class Face Anti-Spoofing via Spoof Cue Map-Guided Feature Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Towards Diverse Liveness Feature Representation and Domain Expansion for Cross-Domain Face Anti-Spoofing.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

LDCformer: Incorporating Learnable Descriptive Convolution to Vision Transformer for Face Anti-Spoofing.
Proceedings of the IEEE International Conference on Image Processing, 2023

Single-Domain Generalization for Semantic Segmentation Via Dual-Level Domain Augmentation.
Proceedings of the IEEE International Conference on Image Processing, 2023

Test-Time Adaptation for Robust Face Anti-Spoofing.
Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022
Source Free Domain Adaptation for Semantic Segmentation via Distribution Transfer and Adaptive Class-Balanced Self-Training.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Learning to Augment Face Presentation Attack Dataset via Disentangled Feature Learning from Limited Spoof Data.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Augmentation of rPPG Benchmark Datasets: Learning to Remove and Embed rPPG Signals via Double Cycle Consistent Learning from Unpaired Facial Videos.
Proceedings of the Computer Vision - ECCV 2022, 2022

Towards Robust In-domain and Out-of-Domain Generalization: Contrastive Learning with Prototype Alignment and Collaborative Attention.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Learnable Descriptive Convolutional Network for Face Anti-Spoofing.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Domain Generalized RPPG Network: Disentangled Feature Learning with Domain Permutation and Domain Augmentation.
Proceedings of the Computer Vision - ACCV 2022, 2022

2021
Self-Guided Adversarial Learning For Domain Adaptive Semantic Segmentation.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Face Anti-spoofing via Robust Auxiliary Estimation and Discriminative Feature Learning.
Proceedings of the Pattern Recognition - 6th Asian Conference, 2021

Towards the Target: Self-regularized Progressive Learning for Unsupervised Domain Adaptation on Semantic Segmentation.
Proceedings of the Pattern Recognition - 6th Asian Conference, 2021

2020
Source-Guided Adversarial Learning and Data Augmentation for Domain Generalization.
SN Comput. Sci., 2020

Siamese-rPPG network: remote photoplethysmography signal estimation from face videos.
Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

Multi-task Learning for Simultaneous Video Generation and Remote Photoplethysmography Estimation.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019
Vision-Based Heart Rate Estimation Via A Two-Stream CNN.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Towards a Universal Appearance for Domain Generalization via Adversarial Learning.
Proceedings of the Pattern Recognition - 5th Asian Conference, 2019

2018
Generating Self-Guided Dense Annotations for Weakly Supervised Semantic Segmentation.
CoRR, 2018

Generative Adversarial Guided Learning for Domain Adaptation.
Proceedings of the British Machine Vision Conference 2018, 2018

2017
AST-Net: An Attribute-based Siamese Temporal Network for Real-Time Emotion Recognition.
Proceedings of the British Machine Vision Conference 2017, 2017

2016
Minimization of Number of Neurons in Voronoi Diagram-Based Artificial Neural Networks.
IEEE Trans. Multi Scale Comput. Syst., 2016

Semantic Segmentation for Real-World Data by Jointly Exploiting Supervised and Transferrable Knowledge.
Proceedings of the British Machine Vision Conference 2016, 2016

Towards Deep Style Transfer: A Content-Aware Perspective.
Proceedings of the British Machine Vision Conference 2016, 2016

MSTN: Multistage Spatial-Temporal Network for Driver Drowsiness Detection.
Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016

2015
Dual Subspace Nonnegative Graph Embedding for Identity-Independent Expression Recognition.
IEEE Trans. Inf. Forensics Secur., 2015

Single-Image Dehazing via Optimal Transmission Map Under Scene Priors.
IEEE Trans. Circuits Syst. Video Technol., 2015

Nonparametric scene parsing with deep convolutional features and dense alignment.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Revealing Smooth Structure of Visual Data by Permutation on Manifolds.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
Example-Based Human Motion Extrapolation and Motion Repairing Using Contour Manifold.
IEEE Trans. Multim., 2014

Multilinear Graph Embedding: Representation and Regularization for Images.
IEEE Trans. Image Process., 2014

Simultaneous Tensor Decomposition and Completion Using Factor Priors.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Bayesian image segmentations by Potts prior and loopy belief propagation.
CoRR, 2014

Implicit Rank-Sparsity Decomposition: Applications to Saliency/Co-saliency Detection.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Alignment-free exposure fusion of image pairs.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Subspace Learning for Facial Age Estimation Via Pairwise Age Ranking.
IEEE Trans. Inf. Forensics Secur., 2013

What has been tampered? From a sparse manipulation perspective.
Proceedings of the 15th IEEE International Workshop on Multimedia Signal Processing, 2013

A Generalized Low-Rank Appearance Model for Spatio-temporally Correlated Rain Streaks.
Proceedings of the IEEE International Conference on Computer Vision, 2013

2012
Ridge Network Detection in Crumpled Paper via Graph Density Maximization.
IEEE Trans. Image Process., 2012

Examplar-based object posture super-resolution using manifold learning.
Proceedings of the 14th IEEE International Workshop on Multimedia Signal Processing, 2012

Dual subspace nonnegative matrix factorization for person-invariant facial expression recognition.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Single image dehazing with optimal transmission map.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011
Video Inpainting on Digitized Vintage Films via Maintaining Spatiotemporal Continuity.
IEEE Trans. Multim., 2011

Context intra-coding scheme for securing surveillance videos and its applications.
Proceedings of the 2011 IEEE International Workshop on Information Forensics and Security, 2011

Automatic ridge network detection in crumpled paper based on graph density.
Proceedings of the IEEE 13th International Workshop on Multimedia Signal Processing (MMSP 2011), 2011

Narrative Generation by Repurposing Digital Videos.
Proceedings of the Advances in Multimedia Modeling, 2011

Example-based human motion extrapolation based on manifold learning.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Time-variant modeling for general surface appearance.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Single-frame-based rain removal via image decomposition.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Face hallucination using Bayesian global estimation and local basis selection.
Proceedings of the 2010 IEEE International Workshop on Multimedia Signal Processing, 2010

Color transfer for complex content images based on intrinsic component.
Proceedings of the 2010 IEEE International Workshop on Multimedia Signal Processing, 2010

2009
Detecting doubly compressed images based on quantization noise model and image restoration.
Proceedings of the 2009 IEEE International Workshop on Multimedia Signal Processing, 2009

Bayesian age estimation on face images.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

A novel color-context descriptor and its applications.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Cooperative face hallucination using multiple references.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Region-based color transfer from multi-reference with graph-theoretic region correspondence estimation.
Proceedings of the International Conference on Image Processing, 2009

2008
Image Retrieval With Relevance Feedback Based on Graph-Theoretic Region Correspondence Estimation.
IEEE Trans. Multim., 2008

Video forgery detection using correlation of noise residue.
Proceedings of the International Workshop on Multimedia Signal Processing, 2008

Image tampering detection by blocking periodicity analysis in JPEG compressed images.
Proceedings of the International Workshop on Multimedia Signal Processing, 2008

2007
Source Camera Identification Based on Camera Gain Histogram.
Proceedings of the International Conference on Image Processing, 2007

Online Selection of Tracking Features using AdaBoost.
Proceedings of the 16th International Conference on Computer Communications and Networks, 2007

2006
Fusion of audio and motion information on HMM-based highlight extraction for baseball games.
IEEE Trans. Multim., 2006

Region tracking for non-rigid video objects in a non-parametric MAP framework.
Signal Process. Image Commun., 2006

Background Modeling from GMM Likelihood Combined with Spatial and Color Coherency.
Proceedings of the International Conference on Image Processing, 2006

2005
Soft Region Correspondence Estimation for Graph-Theoretic Image Retrieval Using Quadratic Programming Approach.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Learning hidden semantic cues using support vector clustering.
Proceedings of the 2005 International Conference on Image Processing, 2005

2004
Mosaics of video sequences with moving objects.
Signal Process. Image Commun., 2004

Image Retrieval with Relevance Feedback Based on Graph-Theoretic Region Correspondence Estimation.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Statistical motion characterization for video content classification.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Region correspondence for image retrieval using graph-theoretic approach and maximum likelihood estimation.
Proceedings of the 2004 International Conference on Image Processing, 2004

2003
Segmentation of nonrigid object in a nonparametric MAP framework.
Proceedings of the 2003 International Conference on Image Processing, 2003

2002
Content-Based Audio Classification with Generalized Ellipsoid Distance.
Proceedings of the Advances in Multimedia Information Processing, 2002

Motion trajectory based video indexing and retrieval.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
Content-based image retrieval by feature point matching.
Proceedings of the Storage and Retrieval for Media Databases 2001, 2001

2000
Multiresolution feature-based image registration.
Proceedings of the Visual Communications and Image Processing 2000, 2000

Feature-Based Video Mosaic.
Proceedings of the 2000 International Conference on Image Processing, 2000

1999
Hidden digital watermarks in images.
IEEE Trans. Image Process., 1999

1996
Multiresolution mosaic.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Hidden signatures in images.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996


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