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Advances in Multimedia Modeling [[electronic resource] ] : 16th International Multimedia Modeling Conference, MMM 2010, Chongqing, China, January 6-8, 2010. Proceedings / / edited by Susanne Boll, Qi Tian, Lei Zhang, Zili Zhang, Yi-Ping Phoebe Chen
| Advances in Multimedia Modeling [[electronic resource] ] : 16th International Multimedia Modeling Conference, MMM 2010, Chongqing, China, January 6-8, 2010. Proceedings / / edited by Susanne Boll, Qi Tian, Lei Zhang, Zili Zhang, Yi-Ping Phoebe Chen |
| Edizione | [1st ed. 2010.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010 |
| Descrizione fisica | 1 online resource (XVIII, 806 p.) |
| Disciplina | 006.6 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Data mining
Information storage and retrieval User interfaces (Computer systems) Multimedia information systems Database management Application software Data Mining and Knowledge Discovery Information Storage and Retrieval User Interfaces and Human Computer Interaction Multimedia Information Systems Database Management Information Systems Applications (incl. Internet) |
| Soggetto genere / forma |
Chongqing (2010)
Kongress. |
| ISBN |
1-280-38540-5
9786613563323 3-642-11301-X |
| Classificazione |
DAT 670f
SS 4800 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Invited Talks -- Regular Papers -- Special Session Papers -- Short Papers -- Demo Session Papers. |
| Record Nr. | UNISA-996465924103316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
MultiMedia Modeling [[electronic resource] ] : 22nd International Conference, MMM 2016, Miami, FL, USA, January 4-6, 2016, Proceedings, Part I / / edited by Qi Tian, Nicu Sebe, Guo-Jun Qi, Benoit Huet, Richang Hong, Xueliang Liu
| MultiMedia Modeling [[electronic resource] ] : 22nd International Conference, MMM 2016, Miami, FL, USA, January 4-6, 2016, Proceedings, Part I / / edited by Qi Tian, Nicu Sebe, Guo-Jun Qi, Benoit Huet, Richang Hong, Xueliang Liu |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (XXIV, 927 p. 354 illus. in color.) |
| Disciplina | 006.7 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Multimedia information systems
Information storage and retrieval Pattern recognition Data mining Application software Multimedia Information Systems Information Storage and Retrieval Pattern Recognition Data Mining and Knowledge Discovery Information Systems Applications (incl. Internet) |
| ISBN | 3-319-27671-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents - Part I -- Contents - Part II -- Regular Papers -- Video Event Detection Using Kernel Support Vector Machine with Isotropic Gaussian Sample Uncertainty (KSVM-iGSU) -- 1 Introduction -- 2 Related Work -- 3 Kernel SVM-iGSU -- 3.1 Overview of LSVM-iGSU -- 3.2 Kernelizing LSVM-iGSU (KSVM-iGSU) -- 3.3 Relevance Degree KSVM-iGSU -- 4 Experiments and Results -- 4.1 Dataset and Evaluation Measures -- 4.2 Video Representation and Uncertainty -- 4.3 Experimental Results and Discussion -- 5 Conclusions and Future Work -- References -- Video Content Representation Using Recurring Regions Detection -- 1 Introduction -- 2 Related Work -- 3 Recurring Region Detection -- 3.1 Region Detection and Representation -- 3.2 Tracking, Shot-Track Representation, and Merging -- 3.3 Shot-Track Matching and Video-Track Merging -- 4 Evaluation -- 4.1 Dataset -- 4.2 Quantitative Evaluation -- 4.3 Qualitative Evaluation -- 5 Conclusion -- References -- Group Feature Selection for Audio-Based Video Genre Classification -- 1 Introduction -- 2 Feature Selection -- 3 Evaluation Setup -- 3.1 Audio Features -- 3.2 Datasets -- 3.3 Data Preprocessing -- 3.4 Classification -- 3.5 Performance Metrics -- 4 Experimental Results -- 4.1 Classification Performance -- 4.2 Feature Analysis -- 5 Conclusion -- References -- Computational Cartoonist: A Comic-Style Video Summarization System for Anime Films -- 1 Introduction -- 2 Related Work -- 3 Comic-Style Video Summarization -- 3.1 Shot Transition Detection -- 3.2 Key Frame Detection -- 3.3 Comic Layout -- 4 Evaluation -- 5 Conclusions and Future Work -- References -- Exploring the Long Tail of Social Media Tags -- 1 Introduction -- 2 Related Work -- 3 What Tags Constitute the Long Tail? -- 4 Utilizing the Long Tail -- 4.1 Augmenting Rare Tags -- 4.2 Tag Relevance -- 4.3 Learning Detectors.
5 Conclusions -- References -- Visual Analyses of Music Download History: User Studies -- 1 Introduction -- 2 Related Work -- 3 Visualization Design -- 4 User Studies -- 4.1 Implementation -- 4.2 Participants -- 4.3 Tasks -- 4.4 Results -- 4.5 Discussion -- 5 Conclusions -- References -- Personalized Annotation for Mobile Photos Based on User's Social Circle -- 1 Introduction -- 2 Related Work -- 3 Proposed Framework -- 3.1 Label Generation -- 3.2 Label Propagation -- 4 Experiment -- 4.1 DataSet -- 4.2 Evaluation of Album -- 4.3 Evaluation of Tag Generation -- 4.4 Evaluation of Personalized Annotation -- 5 Conclusion -- References -- Utilizing Sensor-Social Cues to Localize Objects-of-Interest in Outdoor UGVs -- 1 Introduction -- 2 Related Work -- 3 Sensor-Social-Based OOI Recognition -- 3.1 OOI Acquisition from UGVs -- 3.2 Classified Object Set Recommendation -- 3.3 OOI Description and Recognition -- 4 Experimental Results and Analysis -- 4.1 Dataset and Experimental Setup -- 4.2 Experimental Results and Analysis -- 5 Conclusions -- References -- NEWSMAN: Uploading Videos over Adaptive Middleboxes to News Servers in Weak Network Infrastructures -- 1 Introduction -- 2 Related Work -- 3 System Overview -- 4 Scheduling Problem and Solution -- 5 Simulations and Results -- 6 Conclusions -- References -- Computational Face Reader -- 1 Introduction -- 2 Related Work -- 2.1 Face Reading -- 2.2 Deep Convolutional Neural Network -- 3 Overview of Our Framework -- 4 Dataset Preparation and Library Construction -- 5 Deep Networks with Facial Region Pooling -- 5.1 Architecture -- 5.2 Training the Network -- 6 Experiments -- 6.1 Evaluation of Facial Attribute Estimation -- 6.2 Evaluation of Face Reading -- 7 Conclusions and Future Work -- References -- Posed and Spontaneous Expression Recognition Through Restricted Boltzmann Machine -- 1 Introduction. 2 The Proposed Method -- 2.1 Feature and Facial Events Extraction -- 2.2 Posed and Spontaneous Expression Modeling Using RBM -- 3 Experiments and Analysis -- 3.1 Experimental Conditions -- 3.2 Experimental Results and Analysis -- 3.3 Comparison with Other Methods -- 4 Conclusion and Future Works -- References -- DFRS: A Large-Scale Distributed Fingerprint Recognition System Based on Redis -- 1 Introduction -- 2 Background -- 2.1 Redis -- 2.2 Fingerprint Feature -- 2.3 Fingerprint Recognition -- 3 DFRS -- 3.1 System Architecture -- 3.2 Encoding and Decoding -- 3.3 Process of Fingerprint Recognition -- 3.4 Match Strategy Based on Quick-Return -- 4 Evaluation -- 4.1 Experiment Environment -- 4.2 Performance of Encoding and Decoding -- 4.3 Analytical Evaluation for Matching Method -- 4.4 Evaluation for Quick-Return -- 5 Conclusion and Future Work -- References -- Logo Recognition via Improved Topological Constraint -- 1 Introduction -- 2 Improved Topological Constraint -- 3 Logo Recognition -- 3.1 Feature Selection -- 3.2 Recognition -- 4 Experiments -- 4.1 Impact of Parameters -- 4.2 FlickrLogos-32 Dataset -- 4.3 FlickrLogos-27 Dataset -- 5 Conclusion -- References -- Compound Figure Separation Combining Edge and Band Separator Detection -- 1 Introduction -- 2 Related Work and Context -- 3 Proposed Algorithm -- 3.1 Illustration Classifier -- 3.2 Recursive Algorithm -- 3.3 Edge-Based Separator Detection -- 3.4 Band-Based Separator Detection -- 4 Parameter Optimization -- 5 Evaluation -- 5.1 Evaluation on ImageCLEF Dataset -- 5.2 Evaluation on NLM Dataset -- 5.3 Illustration Classifier Accuracy -- 6 Conclusion and Further Work -- References -- Camera Network Based Person Re-identification by Leveraging Spatial-Temporal Constraint and Multiple Cameras Relations -- 1 Introduction -- 2 Observations -- 3 Our Approach -- 3.1 Problem Definition. 3.2 Probabilistic Model with Spatial-Temporal Constraint -- 3.3 Optimization with Multiple Camera Relations -- 4 Experiments -- 4.1 Baselines -- 4.2 TMin Data Set -- 4.3 CamNeT -- 4.4 Running Time -- 5 Conclusion -- References -- Global Contrast Based Salient Region Boundary Sampling for Action Recognition -- 1 Introduction -- 2 Methodology -- 2.1 Improved Dense Trajectories -- 2.2 Motion Boundary Based Sampling -- 3 Our Approach -- 3.1 Global Contrast Based Salient Region Sampling -- 3.2 Optimization with Salient Region Boundary -- 4 Experiments -- 4.1 Datasets -- 4.2 Experimental Setup -- 4.3 Results and Analysis -- 5 Conclusion -- References -- Elastic Edge Boxes for Object Proposal on RGB-D Images -- 1 Introduction -- 2 Related Work -- 3 Elastic Edge Boxes -- 3.1 Initial Bounding Boxes Generation -- 3.2 Elastic Range Determination -- 3.3 Bounding Box Adjustment -- 4 Experiments -- 4.1 Dataset Construction -- 4.2 Performance Evaluation -- 5 Conclusions -- References -- Pairing Contour Fragments for Object Recognition -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Contour Fragment Pairs -- 3.1 Matching Energy -- 3.2 Pairing Algorithm -- 3.3 Learning Subspace for CFPs -- 4 Recognition Algorithm -- 4.1 Learning Weak Classifiers Based on CFPs -- 4.2 Voting Boundaries and Foregrounds -- 5 Experiments -- 5.1 Experiments on Weizmann Horses Dataset -- 5.2 Experiments on ETHZ Shape Dataset -- 6 Conclusion and Future Works -- References -- Instance Search with Weak Geometric Correlation Consistency -- 1 Introduction -- 2 Related Work -- 3 Weak Geometric Correlation Consistency -- 3.1 Motivation -- 3.2 Implementation -- 3.3 Computational Complexity -- 4 Experiments -- 4.1 Datasets -- 4.2 Evaluation Protocol -- 4.3 Experiment Settings -- 5 Results and Discussion -- 6 Conclusion -- References. Videopedia: Lecture Video Recommendation for Educational Blogs Using Topic Modeling -- 1 Introduction -- 2 Related Work -- 3 System Model -- 3.1 Dataset Used for Recommendation -- 3.2 Extracting Video Content -- 3.3 Extracting Webpage Content -- 3.4 Processing the Extracted Text -- 3.5 Topic Modeling -- 3.6 Definition of Similarity Matching -- 3.7 Algorithm for Video Recommendation -- 4 Experimental Results -- 4.1 Baselines Used for Comparison -- 4.2 Evaluation of Recommendation -- 5 Conclusions -- References -- Towards Training-Free Refinement for Semantic Indexing of Visual Media -- 1 Introduction -- 2 Related Work -- 3 Motivation and Proposed Solution -- 4 Training-Free Refinement (TFR) -- 4.1 Factorizing Detection Results -- 4.2 Integration with Ontologies -- 4.3 Temporal Neighbourhood-Based Propagation -- 5 Experiments and Discussion -- 5.1 Evaluation on Wearable Camera Images (Dataset1) -- 5.2 Evaluation on TRECVid Video (Dataset2) -- 5.3 Efficiency Analysis of TFR -- 6 Conclusions -- References -- Deep Learning Generic Features for Cross-Media Retrieval -- 1 Introduction -- 2 Related Work -- 3 Deep Learning Generic Features -- 3.1 Layer-Wise Pre-training -- 3.2 Overall Fine-Tuning -- 3.3 Cross-Media Retrieval -- 4 Experiments and Results -- 4.1 Experimental Setup -- 4.2 Experimental Results -- 5 Conclusions -- References -- Cross-Media Retrieval via Semantic Entity Projection -- 1 Introduction -- 2 Related Works -- 3 Our Approach -- 3.1 Entity Level Construction -- 3.2 Entity Projection Learning -- 3.3 Semantic Abstraction Generation -- 4 Experimental Evaluation -- 4.1 Dataset Description -- 4.2 Evaluation Metrics -- 4.3 Experimental Results -- 5 Conclusions -- References -- Visual Re-ranking Through Greedy Selection and Rank Fusion -- 1 Introduction -- 2 Effective Visual Re-ranking -- 2.1 Informative Feature Extraction -- 2.2 Label De-noising. 2.3 Graph-Based Re-ranking. |
| Record Nr. | UNISA-996466056403316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
MultiMedia Modeling [[electronic resource] ] : 22nd International Conference, MMM 2016, Miami, FL, USA, January 4-6, 2016, Proceedings, Part II / / edited by Qi Tian, Nicu Sebe, Guo-Jun Qi, Benoit Huet, Richang Hong, Xueliang Liu
| MultiMedia Modeling [[electronic resource] ] : 22nd International Conference, MMM 2016, Miami, FL, USA, January 4-6, 2016, Proceedings, Part II / / edited by Qi Tian, Nicu Sebe, Guo-Jun Qi, Benoit Huet, Richang Hong, Xueliang Liu |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (XXIII, 433 p. 185 illus. in color.) |
| Disciplina | 006.7 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Multimedia information systems
Information storage and retrieval Pattern recognition Data mining Application software Multimedia Information Systems Information Storage and Retrieval Pattern Recognition Data Mining and Knowledge Discovery Information Systems Applications (incl. Internet) |
| ISBN | 3-319-27674-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents - Part II -- Contents - Part I -- Special Session Poster Papers (continued) -- Transfer Nonnegative Matrix Factorization for Image Representation -- 1 Introduction -- 2 Related Work -- 3 Preliminaries -- 3.1 Nonnegative Matrix Factorization -- 3.2 Hessian Regularization -- 4 Transfer Nonnegative Matrix Factorization -- 4.1 Problem Definition -- 4.2 Proposed Approach -- 4.3 Optimization -- 5 Experiments -- 5.1 Dataset Description -- 5.2 Performance on Cross-Domain Datasets -- 6 Conclusion -- References -- Sentiment Analysis on Multi-View Social Data -- 1 Introduction -- 2 Related Works -- 2.1 Sentiment Analysis Datasets -- 2.2 Sentiment Analysis Approaches -- 3 The MVSA Dataset -- 3.1 Data Collection and Annotation -- 3.2 Data Analysis -- 4 Predicting Sentiment in Multi-view Data -- 4.1 Text-Based Approaches -- 4.2 Visual-Based Approaches -- 4.3 Multi-view Sentiment Analysis -- 5 Experiments -- 5.1 Results on Textual Messages -- 5.2 Results on Images -- 5.3 Results on Multi-View Data -- 6 Conclusion and Future Work -- References -- Single Image Super-Resolution via Convolutional Neural Network and Total Variation Regularization -- Abstract -- 1 Introduction -- 2 Overview of the SR Algorithm -- 3 Convolutional Neural Network for SR -- 3.1 Training Set Generation -- 3.2 Convolutional Neural Network for SR -- 4 Regularization Constraints for SR -- 4.1 Non-Local Similarity Regularization Constraint -- 4.2 Local Similarity Regularization Constraint -- 4.3 Fundamental Formula -- 5 Experimental Results -- 5.1 Datasets -- 5.2 Results and Comparison -- 6 Conclusion -- References -- An Effective Face Verification Algorithm to Fuse Complete Features in Convolutional Neural Network -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Network Structure -- 3.2 Feature Extraction -- 3.3 Verification.
4 Experiments -- 5 Conclusion -- References -- Driver Fatigue Detection System Based on DSP Platform -- Abstract -- 1 Introduction -- 2 Methodology -- 2.1 Face Detection -- 2.2 Eye Detection -- 2.3 Eye State Estimation -- 3 Experiment and Results -- 3.1 Experiment Setting -- 3.2 Experimental Results -- 4 Conclusion -- References -- Real-Time Grayscale-Thermal Tracking via Laplacian Sparse Representation -- 1 Introduction -- 2 Related Work -- 3 Bayesian Filtering for Object Tracking -- 4 Observation Model -- 4.1 Laplacian Sparse Representation -- 4.2 Candidate Likelihood -- 5 Experiments -- 5.1 Evaluation Settings -- 5.2 Evaluation Metrics -- 5.3 Comparison Results -- 5.4 Component Analysis -- 6 Conclusion -- References -- Efficient Perceptual Region Detector Based on Object Boundary -- 1 Introduction -- 2 Related Work -- 2.1 Superpixel -- 2.2 Local Detectors -- 2.3 General Object Proposal -- 3 CAR: The Method -- 3.1 Contour-Aware Superpixel (CAS) -- 3.2 Perceptual Regions Detection -- 4 Experiments -- 4.1 Under-Segmentation Error -- 4.2 Boundary Recall -- 4.3 CAR Detector Repeatability -- 5 Conclusions -- References -- 1D Barcode Region Detection Based on the Hough Transform and Support Vector Machine -- Abstract -- 1 Introduction -- 2 Proposed Method -- 2.1 Barcode Detection -- 2.2 Support Vector Machine -- 2.3 Hough Transform -- 2.4 Using the SVM Classifier to Judge Pieces of the Image -- 2.5 Post-processing -- 3 Experiments and Results Analysis -- 3.1 Datasets -- 3.2 Result -- 4 Conclusion -- Acknowledgment -- References -- Special Session Papers -- Client-Driven Strategy of Large-Scale Scene Streaming -- 1 Introduction -- 2 Related Works -- 3 Overview -- 4 Multiple-resolution 3D Space Adaptive Grid Creation -- 5 Scene Streaming Assemble Strategy -- 5.1 Dynamic Double Layer AOI (D-DLAOI) -- 5.2 Object Priority Determination and LOD Resolution. 6 Experimental Results -- 7 Conclusion and Future Work -- References -- SELSH: A Hashing Scheme for Approximate Similarity Search with Early Stop Condition -- 1 Introduction -- 2 Preliminaries -- 2.1 Problem Definition -- 2.2 Notations -- 3 Related Work -- 4 Our Method -- 4.1 LSH Function -- 4.2 Distance Measure, Linear Order and Early Stop Condition -- 4.3 Index Structure -- 4.4 Search Process -- 4.5 Complexity Analysis -- 5 Experimental Results -- 5.1 Set up -- 5.2 Selection of Appropriate Parameters -- 5.3 Comparison with SK-LSH and C2LSH -- 6 Conclusion -- References -- Learning Hough Transform with Latent Structures for Joint Object Detection and Pose Estimation -- 1 Introduction -- 2 Related Work -- 3 Our Approach -- 3.1 Hough-Based Object Detection -- 3.2 Latent Deformable Feature Model -- 3.3 Multiple Instance Learning for M2HT -- 4 Experiment -- 4.1 Experiment Settings -- 4.2 Object Detection -- 4.3 Car Pose Estimation -- 5 Conclusion -- References -- Consensus Guided Multiple Match Removal for Geometry Verification in Image Retrieval -- 1 Introduction -- 2 Approximate Feature Matching -- 3 Geometric Verification by Hough Voting -- 4 Consensus Guided Multiple Match Removal -- 5 Experiments -- 5.1 Datasets and Evaluation -- 5.2 Experimental Setup -- 5.3 Experimental Results -- 6 Conclusion -- References -- Locality Constrained Sparse Representation for Cat Recognition -- 1 Introduction -- 2 The Methodology -- 2.1 Overview -- 2.2 Problem Formalism for Sparse Feature Representation -- 2.3 Supervised Dictionary Learning Approach -- 2.4 Recognition Task -- 3 Experimental Results -- 3.1 Dataset and Experimental Settings -- 3.2 Performance Evaluation -- 4 Conclusion and Future Work -- References -- User Profiling by Combining Topic Modeling and Pointwise Mutual Information (TM-PMI) -- Abstract -- 1 Introduction -- 2 The Proposed Approach. 2.1 Framework of the Proposed Approach -- 2.2 Data Preprocessing -- 2.3 LDA from Description of User Pins -- 2.4 Pointwise Mutual Information (PMI) -- 2.5 Personal Topic Words Extraction -- 2.6 Pins Recommended Based User Profile -- 3 Experiments -- 3.1 Dataset -- 3.2 Perplexity -- 3.3 User Study -- 3.4 Influence of the Number of Topic Words on the Result -- 4 Conclusion and Future Work -- References -- Image Retrieval Using Color-Aware Tag on Progressive Image Search and Recommendation System -- 1 Introduction -- 2 Related Works and Preliminaries -- 2.1 Related Works -- 2.2 PISAR System and WAS Algorithm -- 3 CAT Algorithm -- 3.1 Offline Phase -- 3.2 Online Phase -- 4 Experiment -- 4.1 Experimental Environment -- 4.2 Optimizing the Parameters in the CAT Algorithm -- 4.3 Example of Image Retrieval -- 4.4 Image Retrieval Result -- 5 Conclusions -- References -- Advancing Iterative Quantization Hashing Using Isotropic Prior -- 1 Introduction -- 2 Related Work -- 3 Isotropic Iterative Quantization -- 3.1 Preliminaries -- 3.2 Improving ITQ Using the Isotropic Prior -- 4 Experiments -- 5 Conclusion -- References -- An Improved RANSAC Image Stitching Algorithm Based Similarity Degree -- Abstract -- 1 Introduction -- 2 The Improved RANSAC Based Similarity Degree -- 2.1 Transformation Matrix of Image Registration -- 2.2 Calculation Method for RANSAC Sampled -- 2.3 Feature Points Matching in Coarse Matching Step -- 3 Pretreatment -- 4 Experimental Results and Analysis -- 5 Conclusions -- References -- A Novel Emotional Saliency Map to Model Emotional Attention Mechanism -- Abstract -- 1 Introduction -- 2 Emotional Saliency Map -- 2.1 Color Emotion Space -- 2.2 Emotional Saliency Map Computation -- 3 Experiments -- 3.1 Data Set and Error Measure -- 3.2 Experiments on Horror Image Set -- 3.3 Experiments on MS Image Set -- 4 Conclusion -- Acknowlegment. References -- Automatic Endmember Extraction Using Pixel Purity Index for Hyperspectral Imagery -- Abstract -- 1 Introduction -- 2 Pixel Purity Index -- 3 Automatic Endmember Extraction Using Pixel Purity Index -- 3.1 Determining the Number of Endmembers Based on Noise Subspace Projection -- 3.2 Data Dimensionality Reduction by Improving Noise Covariance Matrix (NCM) Estimation for MNF Transformation -- 3.3 Experimental Results and Analysis -- 4 Conclusions -- Acknowledgment -- References -- A Fast 3D Indoor-Localization Approach Based on Video Queries -- 1 Introduction -- 2 Related Work -- 3 Fast 3D Indoor-Localization -- 3.1 Pipeline -- 3.2 Deblurring Query Images -- 3.3 Interactive Foreground Segmentation -- 3.4 Dynamic Scene Query for Localization -- 4 Graph Matching Verification -- 5 Experiments -- 6 Conclusion -- References -- Smart Ambient Sound Analysis via Structured Statistical Modeling -- 1 Introduction -- 2 Multilayer Based Ambient Sound Understanding -- 2.1 Audio Preprocessing -- 2.2 Structured Environmental Sound Modelling -- 2.3 Segment Based Adaptation -- 2.4 Audio Concept Estimation Using SVM -- 3 Experimental Configuration -- 3.1 Data Collections -- 3.2 Methodology and Evaluation Metrics -- 3.3 Competitors for Performance Comparison -- 4 Experiment Results -- 5 Conclusions -- References -- Discriminant Manifold Learning via Sparse Coding for Image Analysis -- 1 Introduction -- 2 Discriminant Manifold Learning via Sparse Coding (DML_SC) -- 2.1 Motivation -- 2.2 Dictionary Learning and Feature Regrouping -- 2.3 Graph Embedding -- 3 Experiment Results -- 3.1 Data Preparation and Representation -- 3.2 Face Recognition Results -- 3.3 Clustering Experiment on COIL20 Database -- 4 Conclusion -- References -- A Very Deep Sequences Learning Approach for Human Action Recognition -- Abstract -- 1 Introduction -- 2 Related Work. 2.1 Convolutional Neural Networks. |
| Record Nr. | UNISA-996202815603316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
MultiMedia Modeling : 22nd International Conference, MMM 2016, Miami, FL, USA, January 4-6, 2016, Proceedings, Part I / / edited by Qi Tian, Nicu Sebe, Guo-Jun Qi, Benoit Huet, Richang Hong, Xueliang Liu
| MultiMedia Modeling : 22nd International Conference, MMM 2016, Miami, FL, USA, January 4-6, 2016, Proceedings, Part I / / edited by Qi Tian, Nicu Sebe, Guo-Jun Qi, Benoit Huet, Richang Hong, Xueliang Liu |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (XXIV, 927 p. 354 illus. in color.) |
| Disciplina | 006.7 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Multimedia information systems
Information storage and retrieval Pattern recognition Data mining Application software Multimedia Information Systems Information Storage and Retrieval Pattern Recognition Data Mining and Knowledge Discovery Information Systems Applications (incl. Internet) |
| ISBN | 3-319-27671-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents - Part I -- Contents - Part II -- Regular Papers -- Video Event Detection Using Kernel Support Vector Machine with Isotropic Gaussian Sample Uncertainty (KSVM-iGSU) -- 1 Introduction -- 2 Related Work -- 3 Kernel SVM-iGSU -- 3.1 Overview of LSVM-iGSU -- 3.2 Kernelizing LSVM-iGSU (KSVM-iGSU) -- 3.3 Relevance Degree KSVM-iGSU -- 4 Experiments and Results -- 4.1 Dataset and Evaluation Measures -- 4.2 Video Representation and Uncertainty -- 4.3 Experimental Results and Discussion -- 5 Conclusions and Future Work -- References -- Video Content Representation Using Recurring Regions Detection -- 1 Introduction -- 2 Related Work -- 3 Recurring Region Detection -- 3.1 Region Detection and Representation -- 3.2 Tracking, Shot-Track Representation, and Merging -- 3.3 Shot-Track Matching and Video-Track Merging -- 4 Evaluation -- 4.1 Dataset -- 4.2 Quantitative Evaluation -- 4.3 Qualitative Evaluation -- 5 Conclusion -- References -- Group Feature Selection for Audio-Based Video Genre Classification -- 1 Introduction -- 2 Feature Selection -- 3 Evaluation Setup -- 3.1 Audio Features -- 3.2 Datasets -- 3.3 Data Preprocessing -- 3.4 Classification -- 3.5 Performance Metrics -- 4 Experimental Results -- 4.1 Classification Performance -- 4.2 Feature Analysis -- 5 Conclusion -- References -- Computational Cartoonist: A Comic-Style Video Summarization System for Anime Films -- 1 Introduction -- 2 Related Work -- 3 Comic-Style Video Summarization -- 3.1 Shot Transition Detection -- 3.2 Key Frame Detection -- 3.3 Comic Layout -- 4 Evaluation -- 5 Conclusions and Future Work -- References -- Exploring the Long Tail of Social Media Tags -- 1 Introduction -- 2 Related Work -- 3 What Tags Constitute the Long Tail? -- 4 Utilizing the Long Tail -- 4.1 Augmenting Rare Tags -- 4.2 Tag Relevance -- 4.3 Learning Detectors.
5 Conclusions -- References -- Visual Analyses of Music Download History: User Studies -- 1 Introduction -- 2 Related Work -- 3 Visualization Design -- 4 User Studies -- 4.1 Implementation -- 4.2 Participants -- 4.3 Tasks -- 4.4 Results -- 4.5 Discussion -- 5 Conclusions -- References -- Personalized Annotation for Mobile Photos Based on User's Social Circle -- 1 Introduction -- 2 Related Work -- 3 Proposed Framework -- 3.1 Label Generation -- 3.2 Label Propagation -- 4 Experiment -- 4.1 DataSet -- 4.2 Evaluation of Album -- 4.3 Evaluation of Tag Generation -- 4.4 Evaluation of Personalized Annotation -- 5 Conclusion -- References -- Utilizing Sensor-Social Cues to Localize Objects-of-Interest in Outdoor UGVs -- 1 Introduction -- 2 Related Work -- 3 Sensor-Social-Based OOI Recognition -- 3.1 OOI Acquisition from UGVs -- 3.2 Classified Object Set Recommendation -- 3.3 OOI Description and Recognition -- 4 Experimental Results and Analysis -- 4.1 Dataset and Experimental Setup -- 4.2 Experimental Results and Analysis -- 5 Conclusions -- References -- NEWSMAN: Uploading Videos over Adaptive Middleboxes to News Servers in Weak Network Infrastructures -- 1 Introduction -- 2 Related Work -- 3 System Overview -- 4 Scheduling Problem and Solution -- 5 Simulations and Results -- 6 Conclusions -- References -- Computational Face Reader -- 1 Introduction -- 2 Related Work -- 2.1 Face Reading -- 2.2 Deep Convolutional Neural Network -- 3 Overview of Our Framework -- 4 Dataset Preparation and Library Construction -- 5 Deep Networks with Facial Region Pooling -- 5.1 Architecture -- 5.2 Training the Network -- 6 Experiments -- 6.1 Evaluation of Facial Attribute Estimation -- 6.2 Evaluation of Face Reading -- 7 Conclusions and Future Work -- References -- Posed and Spontaneous Expression Recognition Through Restricted Boltzmann Machine -- 1 Introduction. 2 The Proposed Method -- 2.1 Feature and Facial Events Extraction -- 2.2 Posed and Spontaneous Expression Modeling Using RBM -- 3 Experiments and Analysis -- 3.1 Experimental Conditions -- 3.2 Experimental Results and Analysis -- 3.3 Comparison with Other Methods -- 4 Conclusion and Future Works -- References -- DFRS: A Large-Scale Distributed Fingerprint Recognition System Based on Redis -- 1 Introduction -- 2 Background -- 2.1 Redis -- 2.2 Fingerprint Feature -- 2.3 Fingerprint Recognition -- 3 DFRS -- 3.1 System Architecture -- 3.2 Encoding and Decoding -- 3.3 Process of Fingerprint Recognition -- 3.4 Match Strategy Based on Quick-Return -- 4 Evaluation -- 4.1 Experiment Environment -- 4.2 Performance of Encoding and Decoding -- 4.3 Analytical Evaluation for Matching Method -- 4.4 Evaluation for Quick-Return -- 5 Conclusion and Future Work -- References -- Logo Recognition via Improved Topological Constraint -- 1 Introduction -- 2 Improved Topological Constraint -- 3 Logo Recognition -- 3.1 Feature Selection -- 3.2 Recognition -- 4 Experiments -- 4.1 Impact of Parameters -- 4.2 FlickrLogos-32 Dataset -- 4.3 FlickrLogos-27 Dataset -- 5 Conclusion -- References -- Compound Figure Separation Combining Edge and Band Separator Detection -- 1 Introduction -- 2 Related Work and Context -- 3 Proposed Algorithm -- 3.1 Illustration Classifier -- 3.2 Recursive Algorithm -- 3.3 Edge-Based Separator Detection -- 3.4 Band-Based Separator Detection -- 4 Parameter Optimization -- 5 Evaluation -- 5.1 Evaluation on ImageCLEF Dataset -- 5.2 Evaluation on NLM Dataset -- 5.3 Illustration Classifier Accuracy -- 6 Conclusion and Further Work -- References -- Camera Network Based Person Re-identification by Leveraging Spatial-Temporal Constraint and Multiple Cameras Relations -- 1 Introduction -- 2 Observations -- 3 Our Approach -- 3.1 Problem Definition. 3.2 Probabilistic Model with Spatial-Temporal Constraint -- 3.3 Optimization with Multiple Camera Relations -- 4 Experiments -- 4.1 Baselines -- 4.2 TMin Data Set -- 4.3 CamNeT -- 4.4 Running Time -- 5 Conclusion -- References -- Global Contrast Based Salient Region Boundary Sampling for Action Recognition -- 1 Introduction -- 2 Methodology -- 2.1 Improved Dense Trajectories -- 2.2 Motion Boundary Based Sampling -- 3 Our Approach -- 3.1 Global Contrast Based Salient Region Sampling -- 3.2 Optimization with Salient Region Boundary -- 4 Experiments -- 4.1 Datasets -- 4.2 Experimental Setup -- 4.3 Results and Analysis -- 5 Conclusion -- References -- Elastic Edge Boxes for Object Proposal on RGB-D Images -- 1 Introduction -- 2 Related Work -- 3 Elastic Edge Boxes -- 3.1 Initial Bounding Boxes Generation -- 3.2 Elastic Range Determination -- 3.3 Bounding Box Adjustment -- 4 Experiments -- 4.1 Dataset Construction -- 4.2 Performance Evaluation -- 5 Conclusions -- References -- Pairing Contour Fragments for Object Recognition -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Contour Fragment Pairs -- 3.1 Matching Energy -- 3.2 Pairing Algorithm -- 3.3 Learning Subspace for CFPs -- 4 Recognition Algorithm -- 4.1 Learning Weak Classifiers Based on CFPs -- 4.2 Voting Boundaries and Foregrounds -- 5 Experiments -- 5.1 Experiments on Weizmann Horses Dataset -- 5.2 Experiments on ETHZ Shape Dataset -- 6 Conclusion and Future Works -- References -- Instance Search with Weak Geometric Correlation Consistency -- 1 Introduction -- 2 Related Work -- 3 Weak Geometric Correlation Consistency -- 3.1 Motivation -- 3.2 Implementation -- 3.3 Computational Complexity -- 4 Experiments -- 4.1 Datasets -- 4.2 Evaluation Protocol -- 4.3 Experiment Settings -- 5 Results and Discussion -- 6 Conclusion -- References. Videopedia: Lecture Video Recommendation for Educational Blogs Using Topic Modeling -- 1 Introduction -- 2 Related Work -- 3 System Model -- 3.1 Dataset Used for Recommendation -- 3.2 Extracting Video Content -- 3.3 Extracting Webpage Content -- 3.4 Processing the Extracted Text -- 3.5 Topic Modeling -- 3.6 Definition of Similarity Matching -- 3.7 Algorithm for Video Recommendation -- 4 Experimental Results -- 4.1 Baselines Used for Comparison -- 4.2 Evaluation of Recommendation -- 5 Conclusions -- References -- Towards Training-Free Refinement for Semantic Indexing of Visual Media -- 1 Introduction -- 2 Related Work -- 3 Motivation and Proposed Solution -- 4 Training-Free Refinement (TFR) -- 4.1 Factorizing Detection Results -- 4.2 Integration with Ontologies -- 4.3 Temporal Neighbourhood-Based Propagation -- 5 Experiments and Discussion -- 5.1 Evaluation on Wearable Camera Images (Dataset1) -- 5.2 Evaluation on TRECVid Video (Dataset2) -- 5.3 Efficiency Analysis of TFR -- 6 Conclusions -- References -- Deep Learning Generic Features for Cross-Media Retrieval -- 1 Introduction -- 2 Related Work -- 3 Deep Learning Generic Features -- 3.1 Layer-Wise Pre-training -- 3.2 Overall Fine-Tuning -- 3.3 Cross-Media Retrieval -- 4 Experiments and Results -- 4.1 Experimental Setup -- 4.2 Experimental Results -- 5 Conclusions -- References -- Cross-Media Retrieval via Semantic Entity Projection -- 1 Introduction -- 2 Related Works -- 3 Our Approach -- 3.1 Entity Level Construction -- 3.2 Entity Projection Learning -- 3.3 Semantic Abstraction Generation -- 4 Experimental Evaluation -- 4.1 Dataset Description -- 4.2 Evaluation Metrics -- 4.3 Experimental Results -- 5 Conclusions -- References -- Visual Re-ranking Through Greedy Selection and Rank Fusion -- 1 Introduction -- 2 Effective Visual Re-ranking -- 2.1 Informative Feature Extraction -- 2.2 Label De-noising. 2.3 Graph-Based Re-ranking. |
| Record Nr. | UNINA-9910481965403321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
MultiMedia Modeling : 22nd International Conference, MMM 2016, Miami, FL, USA, January 4-6, 2016, Proceedings, Part II / / edited by Qi Tian, Nicu Sebe, Guo-Jun Qi, Benoit Huet, Richang Hong, Xueliang Liu
| MultiMedia Modeling : 22nd International Conference, MMM 2016, Miami, FL, USA, January 4-6, 2016, Proceedings, Part II / / edited by Qi Tian, Nicu Sebe, Guo-Jun Qi, Benoit Huet, Richang Hong, Xueliang Liu |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (XXIII, 433 p. 185 illus. in color.) |
| Disciplina | 006.7 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Multimedia information systems
Information storage and retrieval Pattern recognition Data mining Application software Multimedia Information Systems Information Storage and Retrieval Pattern Recognition Data Mining and Knowledge Discovery Information Systems Applications (incl. Internet) |
| ISBN | 3-319-27674-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents - Part II -- Contents - Part I -- Special Session Poster Papers (continued) -- Transfer Nonnegative Matrix Factorization for Image Representation -- 1 Introduction -- 2 Related Work -- 3 Preliminaries -- 3.1 Nonnegative Matrix Factorization -- 3.2 Hessian Regularization -- 4 Transfer Nonnegative Matrix Factorization -- 4.1 Problem Definition -- 4.2 Proposed Approach -- 4.3 Optimization -- 5 Experiments -- 5.1 Dataset Description -- 5.2 Performance on Cross-Domain Datasets -- 6 Conclusion -- References -- Sentiment Analysis on Multi-View Social Data -- 1 Introduction -- 2 Related Works -- 2.1 Sentiment Analysis Datasets -- 2.2 Sentiment Analysis Approaches -- 3 The MVSA Dataset -- 3.1 Data Collection and Annotation -- 3.2 Data Analysis -- 4 Predicting Sentiment in Multi-view Data -- 4.1 Text-Based Approaches -- 4.2 Visual-Based Approaches -- 4.3 Multi-view Sentiment Analysis -- 5 Experiments -- 5.1 Results on Textual Messages -- 5.2 Results on Images -- 5.3 Results on Multi-View Data -- 6 Conclusion and Future Work -- References -- Single Image Super-Resolution via Convolutional Neural Network and Total Variation Regularization -- Abstract -- 1 Introduction -- 2 Overview of the SR Algorithm -- 3 Convolutional Neural Network for SR -- 3.1 Training Set Generation -- 3.2 Convolutional Neural Network for SR -- 4 Regularization Constraints for SR -- 4.1 Non-Local Similarity Regularization Constraint -- 4.2 Local Similarity Regularization Constraint -- 4.3 Fundamental Formula -- 5 Experimental Results -- 5.1 Datasets -- 5.2 Results and Comparison -- 6 Conclusion -- References -- An Effective Face Verification Algorithm to Fuse Complete Features in Convolutional Neural Network -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Network Structure -- 3.2 Feature Extraction -- 3.3 Verification.
4 Experiments -- 5 Conclusion -- References -- Driver Fatigue Detection System Based on DSP Platform -- Abstract -- 1 Introduction -- 2 Methodology -- 2.1 Face Detection -- 2.2 Eye Detection -- 2.3 Eye State Estimation -- 3 Experiment and Results -- 3.1 Experiment Setting -- 3.2 Experimental Results -- 4 Conclusion -- References -- Real-Time Grayscale-Thermal Tracking via Laplacian Sparse Representation -- 1 Introduction -- 2 Related Work -- 3 Bayesian Filtering for Object Tracking -- 4 Observation Model -- 4.1 Laplacian Sparse Representation -- 4.2 Candidate Likelihood -- 5 Experiments -- 5.1 Evaluation Settings -- 5.2 Evaluation Metrics -- 5.3 Comparison Results -- 5.4 Component Analysis -- 6 Conclusion -- References -- Efficient Perceptual Region Detector Based on Object Boundary -- 1 Introduction -- 2 Related Work -- 2.1 Superpixel -- 2.2 Local Detectors -- 2.3 General Object Proposal -- 3 CAR: The Method -- 3.1 Contour-Aware Superpixel (CAS) -- 3.2 Perceptual Regions Detection -- 4 Experiments -- 4.1 Under-Segmentation Error -- 4.2 Boundary Recall -- 4.3 CAR Detector Repeatability -- 5 Conclusions -- References -- 1D Barcode Region Detection Based on the Hough Transform and Support Vector Machine -- Abstract -- 1 Introduction -- 2 Proposed Method -- 2.1 Barcode Detection -- 2.2 Support Vector Machine -- 2.3 Hough Transform -- 2.4 Using the SVM Classifier to Judge Pieces of the Image -- 2.5 Post-processing -- 3 Experiments and Results Analysis -- 3.1 Datasets -- 3.2 Result -- 4 Conclusion -- Acknowledgment -- References -- Special Session Papers -- Client-Driven Strategy of Large-Scale Scene Streaming -- 1 Introduction -- 2 Related Works -- 3 Overview -- 4 Multiple-resolution 3D Space Adaptive Grid Creation -- 5 Scene Streaming Assemble Strategy -- 5.1 Dynamic Double Layer AOI (D-DLAOI) -- 5.2 Object Priority Determination and LOD Resolution. 6 Experimental Results -- 7 Conclusion and Future Work -- References -- SELSH: A Hashing Scheme for Approximate Similarity Search with Early Stop Condition -- 1 Introduction -- 2 Preliminaries -- 2.1 Problem Definition -- 2.2 Notations -- 3 Related Work -- 4 Our Method -- 4.1 LSH Function -- 4.2 Distance Measure, Linear Order and Early Stop Condition -- 4.3 Index Structure -- 4.4 Search Process -- 4.5 Complexity Analysis -- 5 Experimental Results -- 5.1 Set up -- 5.2 Selection of Appropriate Parameters -- 5.3 Comparison with SK-LSH and C2LSH -- 6 Conclusion -- References -- Learning Hough Transform with Latent Structures for Joint Object Detection and Pose Estimation -- 1 Introduction -- 2 Related Work -- 3 Our Approach -- 3.1 Hough-Based Object Detection -- 3.2 Latent Deformable Feature Model -- 3.3 Multiple Instance Learning for M2HT -- 4 Experiment -- 4.1 Experiment Settings -- 4.2 Object Detection -- 4.3 Car Pose Estimation -- 5 Conclusion -- References -- Consensus Guided Multiple Match Removal for Geometry Verification in Image Retrieval -- 1 Introduction -- 2 Approximate Feature Matching -- 3 Geometric Verification by Hough Voting -- 4 Consensus Guided Multiple Match Removal -- 5 Experiments -- 5.1 Datasets and Evaluation -- 5.2 Experimental Setup -- 5.3 Experimental Results -- 6 Conclusion -- References -- Locality Constrained Sparse Representation for Cat Recognition -- 1 Introduction -- 2 The Methodology -- 2.1 Overview -- 2.2 Problem Formalism for Sparse Feature Representation -- 2.3 Supervised Dictionary Learning Approach -- 2.4 Recognition Task -- 3 Experimental Results -- 3.1 Dataset and Experimental Settings -- 3.2 Performance Evaluation -- 4 Conclusion and Future Work -- References -- User Profiling by Combining Topic Modeling and Pointwise Mutual Information (TM-PMI) -- Abstract -- 1 Introduction -- 2 The Proposed Approach. 2.1 Framework of the Proposed Approach -- 2.2 Data Preprocessing -- 2.3 LDA from Description of User Pins -- 2.4 Pointwise Mutual Information (PMI) -- 2.5 Personal Topic Words Extraction -- 2.6 Pins Recommended Based User Profile -- 3 Experiments -- 3.1 Dataset -- 3.2 Perplexity -- 3.3 User Study -- 3.4 Influence of the Number of Topic Words on the Result -- 4 Conclusion and Future Work -- References -- Image Retrieval Using Color-Aware Tag on Progressive Image Search and Recommendation System -- 1 Introduction -- 2 Related Works and Preliminaries -- 2.1 Related Works -- 2.2 PISAR System and WAS Algorithm -- 3 CAT Algorithm -- 3.1 Offline Phase -- 3.2 Online Phase -- 4 Experiment -- 4.1 Experimental Environment -- 4.2 Optimizing the Parameters in the CAT Algorithm -- 4.3 Example of Image Retrieval -- 4.4 Image Retrieval Result -- 5 Conclusions -- References -- Advancing Iterative Quantization Hashing Using Isotropic Prior -- 1 Introduction -- 2 Related Work -- 3 Isotropic Iterative Quantization -- 3.1 Preliminaries -- 3.2 Improving ITQ Using the Isotropic Prior -- 4 Experiments -- 5 Conclusion -- References -- An Improved RANSAC Image Stitching Algorithm Based Similarity Degree -- Abstract -- 1 Introduction -- 2 The Improved RANSAC Based Similarity Degree -- 2.1 Transformation Matrix of Image Registration -- 2.2 Calculation Method for RANSAC Sampled -- 2.3 Feature Points Matching in Coarse Matching Step -- 3 Pretreatment -- 4 Experimental Results and Analysis -- 5 Conclusions -- References -- A Novel Emotional Saliency Map to Model Emotional Attention Mechanism -- Abstract -- 1 Introduction -- 2 Emotional Saliency Map -- 2.1 Color Emotion Space -- 2.2 Emotional Saliency Map Computation -- 3 Experiments -- 3.1 Data Set and Error Measure -- 3.2 Experiments on Horror Image Set -- 3.3 Experiments on MS Image Set -- 4 Conclusion -- Acknowlegment. References -- Automatic Endmember Extraction Using Pixel Purity Index for Hyperspectral Imagery -- Abstract -- 1 Introduction -- 2 Pixel Purity Index -- 3 Automatic Endmember Extraction Using Pixel Purity Index -- 3.1 Determining the Number of Endmembers Based on Noise Subspace Projection -- 3.2 Data Dimensionality Reduction by Improving Noise Covariance Matrix (NCM) Estimation for MNF Transformation -- 3.3 Experimental Results and Analysis -- 4 Conclusions -- Acknowledgment -- References -- A Fast 3D Indoor-Localization Approach Based on Video Queries -- 1 Introduction -- 2 Related Work -- 3 Fast 3D Indoor-Localization -- 3.1 Pipeline -- 3.2 Deblurring Query Images -- 3.3 Interactive Foreground Segmentation -- 3.4 Dynamic Scene Query for Localization -- 4 Graph Matching Verification -- 5 Experiments -- 6 Conclusion -- References -- Smart Ambient Sound Analysis via Structured Statistical Modeling -- 1 Introduction -- 2 Multilayer Based Ambient Sound Understanding -- 2.1 Audio Preprocessing -- 2.2 Structured Environmental Sound Modelling -- 2.3 Segment Based Adaptation -- 2.4 Audio Concept Estimation Using SVM -- 3 Experimental Configuration -- 3.1 Data Collections -- 3.2 Methodology and Evaluation Metrics -- 3.3 Competitors for Performance Comparison -- 4 Experiment Results -- 5 Conclusions -- References -- Discriminant Manifold Learning via Sparse Coding for Image Analysis -- 1 Introduction -- 2 Discriminant Manifold Learning via Sparse Coding (DML_SC) -- 2.1 Motivation -- 2.2 Dictionary Learning and Feature Regrouping -- 2.3 Graph Embedding -- 3 Experiment Results -- 3.1 Data Preparation and Representation -- 3.2 Face Recognition Results -- 3.3 Clustering Experiment on COIL20 Database -- 4 Conclusion -- References -- A Very Deep Sequences Learning Approach for Human Action Recognition -- Abstract -- 1 Introduction -- 2 Related Work. 2.1 Convolutional Neural Networks. |
| Record Nr. | UNINA-9910481962203321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||