2025
DART: Depth-Enhanced Accurate and Real-Time Background Matting.
Proceedings of the MultiMedia Modeling, 2025
2024
Assessing Membership Leakages via Task-Aligned Divergent Shadow Data Sets in Vehicular Road Cooperation.
IEEE Internet Things J., November, 2024
Target Before Shooting: Accurate Anomaly Detection and Localization Under One Millisecond via Cascade Patch Retrieval.
IEEE Trans. Image Process., 2024
Towards Efficient Pixel Labeling for Industrial Anomaly Detection and Localization.
CoRR, 2024
Seeing Through the Clouds: Cloud Gap Imputation with Prithvi Foundation Model.
CoRR, 2024
A Novel Approach to Industrial Defect Generation through Blended Latent Diffusion Model with Online Adaptation.
CoRR, 2024
2023
Foundation Models for Generalist Geospatial Artificial Intelligence.
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CoRR, 2023
Efficient Anomaly Detection with Budget Annotation Using Semi-Supervised Residual Transformer.
CoRR, 2023
2022
Self-supervised multi-scale pyramid fusion networks for realistic bokeh effect rendering.
J. Vis. Commun. Image Represent., 2022
A Systematic Methodology for performance characterizing of Heterogeneous Systems with a dataflow runtime simulator.
Proceedings of the 4th International Conference on Robotics, 2022
Learning Hierarchical Semantic Correspondences for Cross-Modal Image-Text Retrieval.
Proceedings of the ICMR '22: International Conference on Multimedia Retrieval, Newark, NJ, USA, June 27, 2022
Machine Learning-enabled Performance Model for DNN Applications and AI Accelerator.
Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022
2021
Research Review on Parking Space Detection Method.
Symmetry, 2021
Automatic, Illumination-Invariant and Real-Time Green-Screen Keying Using Deeply Guided Linear Models.
Symmetry, 2021
2020
Human Detection Aided by Deeply Learned Semantic Masks.
IEEE Trans. Circuits Syst. Video Technol., 2020
2019
Real-Time Deep Tracking via Corrective Domain Adaptation.
IEEE Trans. Circuits Syst. Video Technol., 2019
2018
Learning discriminative representations for semantical crossmodal retrieval.
Multim. Syst., 2018
2017
Exploring Structural Consistency in Graph Regularized Joint Spectral-Spatial Sparse Coding for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Robust and real-time deep tracking via multi-scale domain adaptation.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017
Asymmetric sparse hashing.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017
Deep tracking with objectness.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
2016
DeepTrack: Learning Discriminative Feature Representations Online for Robust Visual Tracking.
IEEE Trans. Image Process., 2016
Modeling Monolingual Character Alignment for Automatic Evaluation of Chinese Translation.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2016
Face recognition using linear representation ensembles.
Pattern Recognit., 2016
Robust regression based face recognition with fast outlier removal.
Multim. Tools Appl., 2016
Convolutional neural net bagging for online visual tracking.
Comput. Vis. Image Underst., 2016
Learning Hough Transform with Latent Structures for Joint Object Detection and Pose Estimation.
Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016
Fast Horizon Estimation via Deep Hashing.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2016
2015
Robust Discrete Spectral Hashing for Large-Scale Image Semantic Indexing.
IEEE Trans. Big Data, 2015
Learning Discriminative Representations for Semantic Cross Media Retrieval.
CoRR, 2015
2014
Polygonal approximation using integer particle swarm optimization.
Inf. Sci., 2014
Data-Driven Street Scene Layout Estimation for Distant Object Detection.
Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications, 2014
DeepTrack: Learning Discriminative Feature Representations by Convolutional Neural Networks for Visual Tracking.
Proceedings of the British Machine Vision Conference, 2014
Robust Online Visual Tracking with a Single Convolutional Neural Network.
Proceedings of the Computer Vision - ACCV 2014, 2014
2013
Fully corrective boosting with arbitrary loss and regularization.
Neural Networks, 2013
Erratum to: Recognition of driving postures by combined features and random subspace ensemble of multilayer perceptron classifiers.
Neural Comput. Appl., 2013
Recognition of driving postures by combined features and random subspace ensemble of multilayer perceptron classifiers.
Neural Comput. Appl., 2013
2012
Locality-Regularized Linear Regression for face recognition.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
2011
Face Recognition using Optimal Representation Ensemble
CoRR, 2011
Fast Kernel Sparse Representation.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011
Real-time visual tracking using compressive sensing.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
2010
Boosting through optimization of margin distributions.
IEEE Trans. Neural Networks, 2010
On the Dual Formulation of Boosting Algorithms.
IEEE Trans. Pattern Anal. Mach. Intell., 2010
Real-time Visual Tracking Using Sparse Representation
CoRR, 2010
LACBoost and FisherBoost: Optimally Building Cascade Classifiers.
Proceedings of the Computer Vision, 2010
Robust Face Recognition via Accurate Face Alignment and Sparse Representation.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010
Rapid face recognition using hashing.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
2009
A Duality View of Boosting Algorithms
CoRR, 2009
2008
Boosting the Minimum Margin: LPBoost vs. AdaBoost.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2008