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Advances in Multimedia Information Processing -- PCM 2015 [[electronic resource] ] : 16th Pacific-Rim Conference on Multimedia, Gwangju, South Korea, September 16-18, 2015, Proceedings, Part I / / edited by Yo-Sung Ho, Jitao Sang, Yong Man Ro, Junmo Kim, Fei Wu
| Advances in Multimedia Information Processing -- PCM 2015 [[electronic resource] ] : 16th Pacific-Rim Conference on Multimedia, Gwangju, South Korea, September 16-18, 2015, Proceedings, Part I / / edited by Yo-Sung Ho, Jitao Sang, Yong Man Ro, Junmo Kim, Fei Wu |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (XXIV, 735 p. 358 illus. in color.) |
| Disciplina | 006.7 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Multimedia information systems
Application software Optical data processing Pattern recognition Data mining User interfaces (Computer systems) Multimedia Information Systems Information Systems Applications (incl. Internet) Image Processing and Computer Vision Pattern Recognition Data Mining and Knowledge Discovery User Interfaces and Human Computer Interaction |
| ISBN | 3-319-24075-7 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents - Part I -- Contents - Part II -- Image and Audio Processing -- Internal Generative Mechanism Based Otsu Multilevel Thresholding Segmentation for Medical Brain Images -- Abstract -- 1 Introduction -- 2 Otsu Thresholding -- 3 The Proposed Segmentation Algorithm -- 3.1 Segmentation Scheme -- 3.2 Internal Generative Mechanism -- 3.3 Regrouping the Controversial Pixels -- 4 Experimental Results and Analysis -- 4.1 Experimental Settings -- 4.2 Experimental Results -- 5 Conclusion -- Acknowledgements -- References -- Efficient Face Image Deblurring via Robust Face Salient Landmark Detection -- 1 Introduction -- 2 The Proposed Method -- 2.1 Motivation -- 2.2 Robust Face Landmark Detector Training -- 2.3 Salient Contour Detection -- 2.4 Blind Image Deblurring -- 3 Experimental Results -- 3.1 Experiments on Synthesised Dataset and Real Images -- 3.2 Computation Cost Comparison -- 3.3 Adaptation to Complex Face Poses -- 3.4 Rolling Guidance Face Deblurring -- 4 Conclusions -- References -- Non-uniform Deblur Using Gyro Sensor and Long/Short Exposure Image Pair -- Abstract -- 1 Introduction -- 2 The Proposed Algorithm -- 2.1 Non-uniform Blur Model -- 2.2 IMU Sensor and Camera Motion -- 2.3 The Initial Kernel Estimation Using Gyro Data -- 2.4 Kernel Refinement -- 2.5 Deconvolution -- 3 Experimental Results -- 4 Conclusion -- References -- Object Searching with Combination of Template Matching -- Abstract -- 1 Introduction -- 2 Conventional Methods -- 3 Proposed Method -- 3.1 Partition Search Area -- 3.2 Object Identification -- 3.3 Adaptive Combination Template Matching -- 4 Experiment Results -- 5 Conclusion -- Acknowledgement -- References -- Multimedia Content Analysis -- Two-Step Greedy Subspace Clustering -- 1 Introduction -- 1.1 Related Work on Subspace Clustering -- 1.2 Paper Contributions.
2 Two-Step Greedy Subspace Clustering -- 2.1 First Step: Initial Subspace Construction -- 2.2 Second Step: Greedy Subspace Clustering -- 3 Experiments -- 3.1 Motion Segmentation -- 3.2 Face Clustering -- 4 Conclusion -- References -- Iterative Collection Annotation for Sketch Recognition -- 1 Introduction -- 2 Overview of Proposed Method -- 3 Sketch Representation and Similarity Measuring Model -- 4 Semi-Supervised Clustering -- 5 Supervision Information Establishment -- 6 Experiments and Results -- 7 Conclusion -- References -- Supervised Dictionary Learning Based on Relationship Between Edges and Levels -- 1 Introduction -- 2 Our Approach -- 2.1 Classical Dictionary Learning -- 2.2 Our Supervised Dictionary Learning -- 2.3 Optimization Algorithm -- 3 Experimental -- 3.1 Data Set -- 3.2 Comparison Methods and Evaluation Criteria -- 3.3 Experimental Results and Analysis -- 4 Conclusions -- References -- Adaptive Margin Nearest Neighbor for Person Re-Identification -- 1 Introduction -- 2 Large Margin Nearest Neighbor -- 3 Adaptive Margin Nearest Neighbor -- 4 Experiment -- 4.1 Experiment Setting -- 4.2 Parameter Selection -- 4.3 Evaluation on VIPeR and CUHK -- 5 Conclusion -- References -- Compressed-Domain Based Camera Motion Estimation for Realtime Action Recognition -- 1 Introduction -- 2 Proposed Method -- 2.1 Camera Model -- 2.2 Estimation of T -- 2.3 Estimation of a -- 2.4 Camera Motion Compensation -- 2.5 Feature Descriptor Extraction -- 3 Experimental Results -- 3.1 GME Evaluation -- 3.2 Feature Descriptor Evaluation -- 4 Conclusion -- References -- Image and Audio Processing -- On the Security of Image Manipulation Forensics -- Abstract -- 1 Introduction -- 2 Understanding and Evaluation of Forensics Security -- 2.1 Image Manipulation Forensics Model -- 2.2 Security Evaluation and Attacks -- 3 A Case Study with Resampling Forging Attack. 4 Experimental Results -- 5 Conclusion -- Acknowledgements -- References -- A Sparse Representation-Based Label Pruning for Image Inpainting Using Global Optimization -- Abstract -- 1 Introduction -- 2 Proposed Label Pruning -- 2.1 Dictionary Construction for Two Target Region Cases -- 2.2 Active Label Selection by Label Pruning -- 3 Experimental Results -- 4 Conclusion -- References -- Interactive RGB-D Image Segmentation Using Hierarchical Graph Cut and Geodesic Distance -- 1 Introduction -- 2 Related Work -- 3 Interactive RGB-D Image Segmentation -- 3.1 Preliminary of Hierarchical Graph Cut -- 3.2 Scale Space Construction -- 3.3 Integration of Color Cue and Depth Cue -- 3.4 Upscaling Boundary Refinement -- 4 Experiments -- 4.1 Datasets and Experimental Settings -- 4.2 Segmentation Accuracy Evaluation -- 4.3 Running Time Evaluation -- 5 Conclusions -- References -- Face Alignment with Two-Layer Shape Regression -- Abstract -- 1 Introduction -- 2 Overview -- 3 Main Work -- 3.1 Key Feature Points of a Component -- 3.2 Two-Layer Geometric Constraint -- 3.3 Sub-shape Selection -- 4 Experimental Results -- 4.1 Comparison with Previous Works -- 5 Conclusion and Future Work -- Acknowledgments -- References -- 3D Panning Based Sound Field Enhancement Method for Ambisonics -- 1 Introduction -- 2 Ambisonics Method -- 3 3D Panning Method with Sound Pressure Constraint at Two Ears -- 4 New Signal Distribution Method -- 4.1 Extension of Loudspeakers Structure -- 4.2 Calculation of the Input Signal -- 4.3 Signal Redistribution -- 4.4 Final Signals -- 5 Experiments -- 5.1 Objective Tests -- 5.2 Subjective Tests -- 6 Conclusion -- References -- Multimedia Applications and Services -- Multi-target Tracking via Max-Entropy Target Selection and Heterogeneous Camera Fusion -- 1 Introduction -- 2 Our Method -- 2.1 Online Multi-target Tracking. 2.2 Active Camera Scheduling -- 2.3 Static and Active Camera Tracklet Association -- 2.4 Final Trajectory Generation -- 3 Experiments -- 3.1 Experiment Setting -- 3.2 Results -- 4 Conclusion -- References -- Adaptive Multiple Appearances Model Framework for Long-Term Robust Tracking -- 1 Introduction -- 2 Related Works -- 3 The Framework of Adaptive Multiple Appearances Model Tracking -- 3.1 Dirichlet Process Mixture Model -- 3.2 Model Inference -- 3.3 AMAM Tracking -- 4 Experiments -- 4.1 The AMAM Modeling -- 4.2 Tracking System -- 5 Conclusion -- References -- On-line Sample Generation for In-air Written Chinese Character Recognition Based on Leap Motion Cont ... -- Abstract -- 1 Introduction -- 2 Writing Trajectory Capturing -- 3 Proposed Method -- 3.1 Off-line Sample Generation -- 3.2 On-line Sample Generation -- 4 Experimental Results -- 5 Conclusion -- References -- Progressive Image Segmentation Using Online Learning -- 1 Introduction -- 2 Overview of Progressive Segmentation Method -- 3 Multi-level Image Representation -- 4 Online Segmentation -- 5 Experimental Result -- 6 Conclusion -- References -- A Study of Interactive Digital Multimedia Applications -- Abstract -- 1 Background -- 2 Unlimited Channel for Communication -- 3 Conclusion -- Acknowledgments -- References -- Video Coding and Processing -- Particle Filter with Ball Size Adaptive Tracking Window and Ball Feature Likelihood Model for Ball's 3D Position Tracking in Volleyball Analysis -- Abstract -- 1 Introduction -- 2 Proposal -- 2.1 Ball Size Adaptive Tracking Window -- 2.2 Volleyball Feature Likelihood Model -- 2.3 Anti-occlusion Likelihood Measurement Method -- 3 Experiment -- 3.1 Tracking Example and Evaluation Method -- 3.2 Result and Comparison Analysis -- 4 Conclusion -- Acknowledgment -- References. Block-Based Global and Multiple-Reference Scheme for Surveillance Video Coding -- Abstract -- 1 Introduction -- 2 Analysis -- 3 The Proposed Scheme -- 3.1 Block-Based Reference Scheme -- 3.2 Multiple-Reference Scheme -- 3.3 Global Reference Scheme -- 3.4 Costs -- 4 Experimental Results -- 5 Conclusion -- Acknowledgements -- References -- Global Object Representation of Scene Surveillance Video Based on Model and Feature Parameters -- Abstract -- 1 Introduction -- 2 Global Coding Scheme of Scene Surveillance Video -- 2.1 The Generation Mechanism and Features of Global Redundancy -- 2.2 Scene Surveillance Video Global Coding Scheme -- 3 Global Object Representation Based on Model and Feature Parameters -- 3.1 Model and Shape Representation -- 3.2 Location and Pose Representation -- 3.3 Texture Parameters Representation -- 3.4 Illumination Parameters Representation -- 4 Experiments and Results -- 4.1 Experiment 1 -- 4.2 Experiment 2 -- 5 Conclusions -- References -- A Sparse Error Compensation Based Incremental Principal Component Analysis Method for Foreground Detection -- 1 Introduction -- 2 Foreground Detection via Sparse Error Compensation Based Incremental PCA -- 2.1 The Proposed Subspace Based Foreground Detection Model -- 2.2 Two-Step Optimization Algorithm -- 3 Experiments -- 4 Conclusion -- References -- Multimedia Representation Learning -- Convolutional Neural Networks Features: Principal Pyramidal Convolution -- Abstract -- 1 Introduction -- 2 Principal Pyramidal Convolution -- 3 Experiment -- 3.1 Datasets -- 3.2 Comparisons on Different Networks -- 3.3 Comparisons on Different Dimensions -- 4 Conclusion -- References -- Gaze Shifting Kernel: Engineering Perceptually- Aware Features for Scene Categorization -- 1 Introduction -- 2 Related Work -- 3 The Proposed Gaze Shifting Kernel -- 3.1 Low-Level and High-Level Descriptions of Graphlets. 3.2 Sparsity-Constrained Graphlets Ranking. |
| Record Nr. | UNINA-9910483333003321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Advances in Multimedia Information Processing -- PCM 2015 [[electronic resource] ] : 16th Pacific-Rim Conference on Multimedia, Gwangju, South Korea, September 16-18, 2015, Proceedings, Part II / / edited by Yo-Sung Ho, Jitao Sang, Yong Man Ro, Junmo Kim, Fei Wu
| Advances in Multimedia Information Processing -- PCM 2015 [[electronic resource] ] : 16th Pacific-Rim Conference on Multimedia, Gwangju, South Korea, September 16-18, 2015, Proceedings, Part II / / edited by Yo-Sung Ho, Jitao Sang, Yong Man Ro, Junmo Kim, Fei Wu |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (XXIII, 683 p. 357 illus. in color.) |
| Disciplina | 004.6068 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Multimedia information systems
Application software Optical data processing Pattern recognition Data mining User interfaces (Computer systems) Multimedia Information Systems Information Systems Applications (incl. Internet) Image Processing and Computer Vision Pattern Recognition Data Mining and Knowledge Discovery User Interfaces and Human Computer Interaction |
| ISBN | 3-319-24078-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISA-996466468303316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Advances in Multimedia Information Processing -- PCM 2015 [[electronic resource] ] : 16th Pacific-Rim Conference on Multimedia, Gwangju, South Korea, September 16-18, 2015, Proceedings, Part I / / edited by Yo-Sung Ho, Jitao Sang, Yong Man Ro, Junmo Kim, Fei Wu
| Advances in Multimedia Information Processing -- PCM 2015 [[electronic resource] ] : 16th Pacific-Rim Conference on Multimedia, Gwangju, South Korea, September 16-18, 2015, Proceedings, Part I / / edited by Yo-Sung Ho, Jitao Sang, Yong Man Ro, Junmo Kim, Fei Wu |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (XXIV, 735 p. 358 illus. in color.) |
| Disciplina | 006.7 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Multimedia information systems
Application software Optical data processing Pattern recognition Data mining User interfaces (Computer systems) Multimedia Information Systems Information Systems Applications (incl. Internet) Image Processing and Computer Vision Pattern Recognition Data Mining and Knowledge Discovery User Interfaces and Human Computer Interaction |
| ISBN | 3-319-24075-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents - Part I -- Contents - Part II -- Image and Audio Processing -- Internal Generative Mechanism Based Otsu Multilevel Thresholding Segmentation for Medical Brain Images -- Abstract -- 1 Introduction -- 2 Otsu Thresholding -- 3 The Proposed Segmentation Algorithm -- 3.1 Segmentation Scheme -- 3.2 Internal Generative Mechanism -- 3.3 Regrouping the Controversial Pixels -- 4 Experimental Results and Analysis -- 4.1 Experimental Settings -- 4.2 Experimental Results -- 5 Conclusion -- Acknowledgements -- References -- Efficient Face Image Deblurring via Robust Face Salient Landmark Detection -- 1 Introduction -- 2 The Proposed Method -- 2.1 Motivation -- 2.2 Robust Face Landmark Detector Training -- 2.3 Salient Contour Detection -- 2.4 Blind Image Deblurring -- 3 Experimental Results -- 3.1 Experiments on Synthesised Dataset and Real Images -- 3.2 Computation Cost Comparison -- 3.3 Adaptation to Complex Face Poses -- 3.4 Rolling Guidance Face Deblurring -- 4 Conclusions -- References -- Non-uniform Deblur Using Gyro Sensor and Long/Short Exposure Image Pair -- Abstract -- 1 Introduction -- 2 The Proposed Algorithm -- 2.1 Non-uniform Blur Model -- 2.2 IMU Sensor and Camera Motion -- 2.3 The Initial Kernel Estimation Using Gyro Data -- 2.4 Kernel Refinement -- 2.5 Deconvolution -- 3 Experimental Results -- 4 Conclusion -- References -- Object Searching with Combination of Template Matching -- Abstract -- 1 Introduction -- 2 Conventional Methods -- 3 Proposed Method -- 3.1 Partition Search Area -- 3.2 Object Identification -- 3.3 Adaptive Combination Template Matching -- 4 Experiment Results -- 5 Conclusion -- Acknowledgement -- References -- Multimedia Content Analysis -- Two-Step Greedy Subspace Clustering -- 1 Introduction -- 1.1 Related Work on Subspace Clustering -- 1.2 Paper Contributions.
2 Two-Step Greedy Subspace Clustering -- 2.1 First Step: Initial Subspace Construction -- 2.2 Second Step: Greedy Subspace Clustering -- 3 Experiments -- 3.1 Motion Segmentation -- 3.2 Face Clustering -- 4 Conclusion -- References -- Iterative Collection Annotation for Sketch Recognition -- 1 Introduction -- 2 Overview of Proposed Method -- 3 Sketch Representation and Similarity Measuring Model -- 4 Semi-Supervised Clustering -- 5 Supervision Information Establishment -- 6 Experiments and Results -- 7 Conclusion -- References -- Supervised Dictionary Learning Based on Relationship Between Edges and Levels -- 1 Introduction -- 2 Our Approach -- 2.1 Classical Dictionary Learning -- 2.2 Our Supervised Dictionary Learning -- 2.3 Optimization Algorithm -- 3 Experimental -- 3.1 Data Set -- 3.2 Comparison Methods and Evaluation Criteria -- 3.3 Experimental Results and Analysis -- 4 Conclusions -- References -- Adaptive Margin Nearest Neighbor for Person Re-Identification -- 1 Introduction -- 2 Large Margin Nearest Neighbor -- 3 Adaptive Margin Nearest Neighbor -- 4 Experiment -- 4.1 Experiment Setting -- 4.2 Parameter Selection -- 4.3 Evaluation on VIPeR and CUHK -- 5 Conclusion -- References -- Compressed-Domain Based Camera Motion Estimation for Realtime Action Recognition -- 1 Introduction -- 2 Proposed Method -- 2.1 Camera Model -- 2.2 Estimation of T -- 2.3 Estimation of a -- 2.4 Camera Motion Compensation -- 2.5 Feature Descriptor Extraction -- 3 Experimental Results -- 3.1 GME Evaluation -- 3.2 Feature Descriptor Evaluation -- 4 Conclusion -- References -- Image and Audio Processing -- On the Security of Image Manipulation Forensics -- Abstract -- 1 Introduction -- 2 Understanding and Evaluation of Forensics Security -- 2.1 Image Manipulation Forensics Model -- 2.2 Security Evaluation and Attacks -- 3 A Case Study with Resampling Forging Attack. 4 Experimental Results -- 5 Conclusion -- Acknowledgements -- References -- A Sparse Representation-Based Label Pruning for Image Inpainting Using Global Optimization -- Abstract -- 1 Introduction -- 2 Proposed Label Pruning -- 2.1 Dictionary Construction for Two Target Region Cases -- 2.2 Active Label Selection by Label Pruning -- 3 Experimental Results -- 4 Conclusion -- References -- Interactive RGB-D Image Segmentation Using Hierarchical Graph Cut and Geodesic Distance -- 1 Introduction -- 2 Related Work -- 3 Interactive RGB-D Image Segmentation -- 3.1 Preliminary of Hierarchical Graph Cut -- 3.2 Scale Space Construction -- 3.3 Integration of Color Cue and Depth Cue -- 3.4 Upscaling Boundary Refinement -- 4 Experiments -- 4.1 Datasets and Experimental Settings -- 4.2 Segmentation Accuracy Evaluation -- 4.3 Running Time Evaluation -- 5 Conclusions -- References -- Face Alignment with Two-Layer Shape Regression -- Abstract -- 1 Introduction -- 2 Overview -- 3 Main Work -- 3.1 Key Feature Points of a Component -- 3.2 Two-Layer Geometric Constraint -- 3.3 Sub-shape Selection -- 4 Experimental Results -- 4.1 Comparison with Previous Works -- 5 Conclusion and Future Work -- Acknowledgments -- References -- 3D Panning Based Sound Field Enhancement Method for Ambisonics -- 1 Introduction -- 2 Ambisonics Method -- 3 3D Panning Method with Sound Pressure Constraint at Two Ears -- 4 New Signal Distribution Method -- 4.1 Extension of Loudspeakers Structure -- 4.2 Calculation of the Input Signal -- 4.3 Signal Redistribution -- 4.4 Final Signals -- 5 Experiments -- 5.1 Objective Tests -- 5.2 Subjective Tests -- 6 Conclusion -- References -- Multimedia Applications and Services -- Multi-target Tracking via Max-Entropy Target Selection and Heterogeneous Camera Fusion -- 1 Introduction -- 2 Our Method -- 2.1 Online Multi-target Tracking. 2.2 Active Camera Scheduling -- 2.3 Static and Active Camera Tracklet Association -- 2.4 Final Trajectory Generation -- 3 Experiments -- 3.1 Experiment Setting -- 3.2 Results -- 4 Conclusion -- References -- Adaptive Multiple Appearances Model Framework for Long-Term Robust Tracking -- 1 Introduction -- 2 Related Works -- 3 The Framework of Adaptive Multiple Appearances Model Tracking -- 3.1 Dirichlet Process Mixture Model -- 3.2 Model Inference -- 3.3 AMAM Tracking -- 4 Experiments -- 4.1 The AMAM Modeling -- 4.2 Tracking System -- 5 Conclusion -- References -- On-line Sample Generation for In-air Written Chinese Character Recognition Based on Leap Motion Cont ... -- Abstract -- 1 Introduction -- 2 Writing Trajectory Capturing -- 3 Proposed Method -- 3.1 Off-line Sample Generation -- 3.2 On-line Sample Generation -- 4 Experimental Results -- 5 Conclusion -- References -- Progressive Image Segmentation Using Online Learning -- 1 Introduction -- 2 Overview of Progressive Segmentation Method -- 3 Multi-level Image Representation -- 4 Online Segmentation -- 5 Experimental Result -- 6 Conclusion -- References -- A Study of Interactive Digital Multimedia Applications -- Abstract -- 1 Background -- 2 Unlimited Channel for Communication -- 3 Conclusion -- Acknowledgments -- References -- Video Coding and Processing -- Particle Filter with Ball Size Adaptive Tracking Window and Ball Feature Likelihood Model for Ball's 3D Position Tracking in Volleyball Analysis -- Abstract -- 1 Introduction -- 2 Proposal -- 2.1 Ball Size Adaptive Tracking Window -- 2.2 Volleyball Feature Likelihood Model -- 2.3 Anti-occlusion Likelihood Measurement Method -- 3 Experiment -- 3.1 Tracking Example and Evaluation Method -- 3.2 Result and Comparison Analysis -- 4 Conclusion -- Acknowledgment -- References. Block-Based Global and Multiple-Reference Scheme for Surveillance Video Coding -- Abstract -- 1 Introduction -- 2 Analysis -- 3 The Proposed Scheme -- 3.1 Block-Based Reference Scheme -- 3.2 Multiple-Reference Scheme -- 3.3 Global Reference Scheme -- 3.4 Costs -- 4 Experimental Results -- 5 Conclusion -- Acknowledgements -- References -- Global Object Representation of Scene Surveillance Video Based on Model and Feature Parameters -- Abstract -- 1 Introduction -- 2 Global Coding Scheme of Scene Surveillance Video -- 2.1 The Generation Mechanism and Features of Global Redundancy -- 2.2 Scene Surveillance Video Global Coding Scheme -- 3 Global Object Representation Based on Model and Feature Parameters -- 3.1 Model and Shape Representation -- 3.2 Location and Pose Representation -- 3.3 Texture Parameters Representation -- 3.4 Illumination Parameters Representation -- 4 Experiments and Results -- 4.1 Experiment 1 -- 4.2 Experiment 2 -- 5 Conclusions -- References -- A Sparse Error Compensation Based Incremental Principal Component Analysis Method for Foreground Detection -- 1 Introduction -- 2 Foreground Detection via Sparse Error Compensation Based Incremental PCA -- 2.1 The Proposed Subspace Based Foreground Detection Model -- 2.2 Two-Step Optimization Algorithm -- 3 Experiments -- 4 Conclusion -- References -- Multimedia Representation Learning -- Convolutional Neural Networks Features: Principal Pyramidal Convolution -- Abstract -- 1 Introduction -- 2 Principal Pyramidal Convolution -- 3 Experiment -- 3.1 Datasets -- 3.2 Comparisons on Different Networks -- 3.3 Comparisons on Different Dimensions -- 4 Conclusion -- References -- Gaze Shifting Kernel: Engineering Perceptually- Aware Features for Scene Categorization -- 1 Introduction -- 2 Related Work -- 3 The Proposed Gaze Shifting Kernel -- 3.1 Low-Level and High-Level Descriptions of Graphlets. 3.2 Sparsity-Constrained Graphlets Ranking. |
| Record Nr. | UNISA-996466468103316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Advances in Multimedia Information Processing -- PCM 2015 [[electronic resource] ] : 16th Pacific-Rim Conference on Multimedia, Gwangju, South Korea, September 16-18, 2015, Proceedings, Part II / / edited by Yo-Sung Ho, Jitao Sang, Yong Man Ro, Junmo Kim, Fei Wu
| Advances in Multimedia Information Processing -- PCM 2015 [[electronic resource] ] : 16th Pacific-Rim Conference on Multimedia, Gwangju, South Korea, September 16-18, 2015, Proceedings, Part II / / edited by Yo-Sung Ho, Jitao Sang, Yong Man Ro, Junmo Kim, Fei Wu |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (XXIII, 683 p. 357 illus. in color.) |
| Disciplina | 004.6068 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Multimedia information systems
Application software Optical data processing Pattern recognition Data mining User interfaces (Computer systems) Multimedia Information Systems Information Systems Applications (incl. Internet) Image Processing and Computer Vision Pattern Recognition Data Mining and Knowledge Discovery User Interfaces and Human Computer Interaction |
| ISBN | 3-319-24078-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910483333403321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Health Information Processing [[electronic resource] ] : 9th China Health Information Processing Conference, CHIP 2023, Hangzhou, China, October 27–29, 2023, Proceedings / / edited by Hua Xu, Qingcai Chen, Hongfei Lin, Fei Wu, Lei Liu, Buzhou Tang, Tianyong Hao, Zhengxing Huang
| Health Information Processing [[electronic resource] ] : 9th China Health Information Processing Conference, CHIP 2023, Hangzhou, China, October 27–29, 2023, Proceedings / / edited by Hua Xu, Qingcai Chen, Hongfei Lin, Fei Wu, Lei Liu, Buzhou Tang, Tianyong Hao, Zhengxing Huang |
| Autore | Xu Hua |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (444 pages) |
| Disciplina | 610.285 |
| Altri autori (Persone) |
ChenQingcai
LinHongfei WuFei LiuLei TangBuzhou HaoTianyong HuangZhengxing |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Medical informatics
Artificial intelligence Image processing - Digital techniques Computer vision Application software Information storage and retrieval systems Health Informatics Artificial Intelligence Computer Imaging, Vision, Pattern Recognition and Graphics Computer and Information Systems Applications Information Storage and Retrieval |
| ISBN | 981-9998-64-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | TIG-KIGNN: Time Interval Guided Knowledge Inductive Graph Neural Network for misinformation detection from Social Media -- A Bert based relation extraction method with inter-entity constraints for Chinese EHRs -- Automatic Generation of Discharge Summary of EMRs Based on Multi-granularity Information Fusion -- A BART-based Study of Entity-Relationship Extraction for Electronic Medical Records of Cardiovascular Diseases -- Multilevel Asynchronous Time Network for Medication Recommendation -- Biomedical Event Detection of Based on Dependency Analysis and Graph Convolution Network -- Multi-head Attention and Graph Convolutional Networks with Regularized Dropout for Biomedical Relation Extraction -- Privacy-preserving Medical Dialogue Generation Based on Federated Learning -- Cross-Lingual Name Entity Recognition from Clinical Text using Mixed Language Query -- PEMRC: A Positive Enhanced Machine Reading Comprehension Method for Few-Shot Named Entity Recognition in Biomedical Domain -- Research on Double-Graphs Knowledge-Enhanced Intelligent Diagnosis -- FgKF: Fine-grained Knowledge Fusion for Radiology Report Generation -- Medical Entity recognition with few-shot based on Chinese character radicals -- Biomedical causal relation extraction incorporated with external knowledge -- Research on structured lung cancer electronic medical records based on BART joint extraction -- Biomedical Named Entity Recognition Based on Multi-task Learning -- Biomedical Relation Extraction via Syntax-Enhanced Contrastive Networks -- Entity Fusion Contrastive Inference Network for Biomedical Document Relation Extraction -- An Unsupervised Clinical Acronym Disambiguation Method based on Pretrained Language Model -- Combining Biaffine Model and Constraints Inference for Chinese Clinical Temporal Relation Extraction -- Automatic Prediction of Multiple Associated Diseases Using A Dual-attention Neural Network Model -- Chapter-level Stepwise Temporal Relation Extraction Based on Event Information for Chinese Clinical Medical Texts -- Constructing a Multi-scale Medical Knowledge Graph from Electronic Medical Records -- Double Graph Convolution Network with Knowledge Distillation for International Media Portrait Analysis of COVID-19 -- A Simple but Useful Multi-corpus Transferring Method for Biomedical Named Entity Recognition -- Time Series Prediction Models for Assisting the Diagnosis and Treatment of Gouty Arthritis -- Asymptomatic carriers are associated with shorter negative conversion time in children with Omicron infections. |
| Record Nr. | UNINA-9910831500303321 |
Xu Hua
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Health Information Processing. Evaluation Track Papers [[electronic resource] ] : 8th China Conference, CHIP 2022, Hangzhou, China, October 21–23, 2022, Revised Selected Papers / / edited by Buzhou Tang, Qingcai Chen, Hongfei Lin, Fei Wu, Lei Liu, Tianyong Hao, Yanshan Wang, Haitian Wang, Jianbo Lei, Zuofeng Li, Hui Zong
| Health Information Processing. Evaluation Track Papers [[electronic resource] ] : 8th China Conference, CHIP 2022, Hangzhou, China, October 21–23, 2022, Revised Selected Papers / / edited by Buzhou Tang, Qingcai Chen, Hongfei Lin, Fei Wu, Lei Liu, Tianyong Hao, Yanshan Wang, Haitian Wang, Jianbo Lei, Zuofeng Li, Hui Zong |
| Autore | Tang Buzhou |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (235 pages) |
| Disciplina | 610.285 |
| Altri autori (Persone) |
ChenQingcai
LinHongfei WuFei LiuLei HaoTianyong WangYanshan WangHaitian LeiJianbo LiZuofeng |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Medical informatics
Artificial intelligence Image processing—Digital techniques Computer vision Application software Information storage and retrieval systems Health Informatics Artificial Intelligence Computer Imaging, Vision, Pattern Recognition and Graphics Computer and Information Systems Applications Information Storage and Retrieval |
| ISBN | 981-9948-26-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Text Mining for Gene-Disease Association Semantic -- Text Mining Task for “Gene-Disease” Association Semantics in CHIP 2022 -- Hierarchical Global Pointer Network: An Implicit Relation Inference Method for Gene-Disease Knowledge Discovery -- A Knowledge-based Data Augmentation Framework for Few-Shot Biomedical Information Extraction -- Biomedical Named Entity Recognition Under Low-Resource Situation -- Medical Causal Entity and Relation Extraction -- CHIP2022 Shared Task Overview: Medical Causal Entity Relationship Extraction -- Domain Robust Pipeline for Medical Causal Entity and Relation Extraction Task -- A Multi-span-based Conditional Information Extraction Model -- Medical Causality Extraction: A Two-Stage Based Nested Relation Extraction Model -- Medical Decision Tree Extraction from Unstructured Text -- Extracting Decision Trees from Medical Texts: an Overview of the Text2DT Track in CHIP2022 -- Medical Decision Tree Extraction: A Prompt Based Dual Contrastive Learning Method -- An automatic construction method of diagnosis and treatment decision tree based on UIE and logical rules -- Research on Decision Tree Method of Medical Text Based on Information Extraction -- OCR of Electronic Medical Document -- Information extraction of Medical Materials: an Overview of the track of Medical Material MedOCR -- TripleMIE: Multi-Modal and Multi architecture Information Extraction -- Multimodal end-to-end visual document parsing -- Improving Medical OCR Information Extraction with Integrated Bert and LayoutXLM Models -- Clinical Diagnostic Coding -- Overview of CHIP 2022 Shared Task 5: Clinical Diagnostic Coding -- Clinical Coding Based on Knowledge Enhanced Language Model and Attention Pooling -- Rule-enhanced Disease Coding Method based on Roberta -- Diagnosis Coding Rule-Matching Based on Characteristic Words and Dictionaries. |
| Record Nr. | UNINA-9910735794403321 |
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Tang Buzhou
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Health Information Processing. Evaluation Track Papers [[electronic resource] ] : 8th China Conference, CHIP 2022, Hangzhou, China, October 21–23, 2022, Revised Selected Papers / / edited by Buzhou Tang, Qingcai Chen, Hongfei Lin, Fei Wu, Lei Liu, Tianyong Hao, Yanshan Wang, Haitian Wang, Jianbo Lei, Zuofeng Li, Hui Zong
| Health Information Processing. Evaluation Track Papers [[electronic resource] ] : 8th China Conference, CHIP 2022, Hangzhou, China, October 21–23, 2022, Revised Selected Papers / / edited by Buzhou Tang, Qingcai Chen, Hongfei Lin, Fei Wu, Lei Liu, Tianyong Hao, Yanshan Wang, Haitian Wang, Jianbo Lei, Zuofeng Li, Hui Zong |
| Autore | Tang Buzhou |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (235 pages) |
| Disciplina | 610.285 |
| Altri autori (Persone) |
ChenQingcai
LinHongfei WuFei LiuLei HaoTianyong WangYanshan WangHaitian LeiJianbo LiZuofeng |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Medical informatics
Artificial intelligence Image processing—Digital techniques Computer vision Application software Information storage and retrieval systems Health Informatics Artificial Intelligence Computer Imaging, Vision, Pattern Recognition and Graphics Computer and Information Systems Applications Information Storage and Retrieval |
| ISBN | 981-9948-26-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Text Mining for Gene-Disease Association Semantic -- Text Mining Task for “Gene-Disease” Association Semantics in CHIP 2022 -- Hierarchical Global Pointer Network: An Implicit Relation Inference Method for Gene-Disease Knowledge Discovery -- A Knowledge-based Data Augmentation Framework for Few-Shot Biomedical Information Extraction -- Biomedical Named Entity Recognition Under Low-Resource Situation -- Medical Causal Entity and Relation Extraction -- CHIP2022 Shared Task Overview: Medical Causal Entity Relationship Extraction -- Domain Robust Pipeline for Medical Causal Entity and Relation Extraction Task -- A Multi-span-based Conditional Information Extraction Model -- Medical Causality Extraction: A Two-Stage Based Nested Relation Extraction Model -- Medical Decision Tree Extraction from Unstructured Text -- Extracting Decision Trees from Medical Texts: an Overview of the Text2DT Track in CHIP2022 -- Medical Decision Tree Extraction: A Prompt Based Dual Contrastive Learning Method -- An automatic construction method of diagnosis and treatment decision tree based on UIE and logical rules -- Research on Decision Tree Method of Medical Text Based on Information Extraction -- OCR of Electronic Medical Document -- Information extraction of Medical Materials: an Overview of the track of Medical Material MedOCR -- TripleMIE: Multi-Modal and Multi architecture Information Extraction -- Multimodal end-to-end visual document parsing -- Improving Medical OCR Information Extraction with Integrated Bert and LayoutXLM Models -- Clinical Diagnostic Coding -- Overview of CHIP 2022 Shared Task 5: Clinical Diagnostic Coding -- Clinical Coding Based on Knowledge Enhanced Language Model and Attention Pooling -- Rule-enhanced Disease Coding Method based on Roberta -- Diagnosis Coding Rule-Matching Based on Characteristic Words and Dictionaries. |
| Record Nr. | UNISA-996546828703316 |
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Tang Buzhou
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Health Information Processing. Evaluation Track Papers [[electronic resource] ] : 9th China Conference, CHIP 2023, Hangzhou, China, October 27–29, 2023, Proceedings / / edited by Hua Xu, Qingcai Chen, Hongfei Lin, Fei Wu, Lei Liu, Buzhou Tang, Tianyong Hao, Zhengxing Huang, Jianbo Lei, Zuofeng Li, Hui Zong
| Health Information Processing. Evaluation Track Papers [[electronic resource] ] : 9th China Conference, CHIP 2023, Hangzhou, China, October 27–29, 2023, Proceedings / / edited by Hua Xu, Qingcai Chen, Hongfei Lin, Fei Wu, Lei Liu, Buzhou Tang, Tianyong Hao, Zhengxing Huang, Jianbo Lei, Zuofeng Li, Hui Zong |
| Autore | Xu Hua |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (250 pages) |
| Disciplina | 610.285 |
| Altri autori (Persone) |
ChenQingcai
LinHongfei WuFei LiuLei TangBuzhou HaoTianyong HuangZhengxing LeiJianbo LiZuofeng |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Medical informatics
Artificial intelligence Image processing - Digital techniques Computer vision Information storage and retrieval systems Health Informatics Artificial Intelligence Computer Imaging, Vision, Pattern Recognition and Graphics Information Storage and Retrieval |
| ISBN | 981-9717-17-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910845493403321 |
|
Xu Hua
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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