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Advances in low-level color image processing / / M. Emre Celebi, Bogdan Smolka, editors
| Advances in low-level color image processing / / M. Emre Celebi, Bogdan Smolka, editors |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | Dordrecht [Netherlands] : , : Springer, , 2014 |
| Descrizione fisica | 1 online resource (x, 425 pages) : illustrations (some color) |
| Disciplina | 006.6 |
| Collana | Lecture Notes in Computational Vision and Biomechanics |
| Soggetto topico |
Image processing - Digital techniques
Multispectral imaging Color Coding theory |
| ISBN | 94-007-7584-9 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Preface -- 1 Automated Color Misalignment Correction for Close-Range and Long-Range Hyper-Resolution Multi-Line CCD Images, by Zhiyu Chen, Andreas Koschan, Chung-Hao Chen, and Mongi Abidi -- 2 Adaptive Demosaicing Algorithm Using Characteristics of the Color Filter Array Pattern, by Ji Won Lee and Rae-Hong Park -- 3 A Taxonomy of Color Constancy and Invariance Algorithm, by Dohyoung Lee and Konstantinos N. Plataniotis -- 4 On the von Kries Model: Estimate, Dependence on Light and Device, and Applications, by Michela Lecca -- 5 Impulse and mixed multi-channel denoising using statistical halfspace depth functions, by Djordje Baljozović, Aleksandra Baljozović, Branko Kovačević -- 6 Spatially Adaptive Color Image Processing, by Johan Debayle and Jean-Charles Pinoli -- 7 Vector ordering and multispectral morphological image processing, by Santiago Velasco-Forero and Jesus Angulo -- 8 Morphological Template Matching in Color Images, by Sébastien Lefèvre, Erhan Aptoula, Benjamin Perret, and Jonathan Weber -- 9 Tensor Voting for Robust Color Edge Detection, by Rodrigo Moreno, Miguel Angel Garcia, and Domenec Puig -- 10 Color Categorization Models for Color Image Segmentation, by Teresa Alarcon, Oscar Dalmau -- 11 Skin region detection and segmentation in color images, by Michal Kawulok, Jakub Nalepa and Jolanta Kawulok -- 12 Contribution of skin color cue in face detection applications, by Dohyoung Lee, Jeaff Wang, and Konstantinos N. Plataniotis -- 13 Color Saliency Evaluation for Video Game Design, by Richard M. Jiang, Ahmed Bouridane, and Abbes Amira. |
| Record Nr. | UNINA-9910299713003321 |
| Dordrecht [Netherlands] : , : Springer, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Color medical image analysis / / M. Emre Celebi, Gerald Schaefer, editors
| Color medical image analysis / / M. Emre Celebi, Gerald Schaefer, editors |
| Edizione | [1st ed. 2013.] |
| Pubbl/distr/stampa | New York, : Springer, 2013 |
| Descrizione fisica | 1 online resource (207 p.) |
| Disciplina | 621.36/7 |
| Altri autori (Persone) |
CelebiM. Emre
SchaeferGerald |
| Collana | Lecture notes in computational vision and biomechanics |
| Soggetto topico |
Diagnostic imaging
Imaging systems in medicine |
| ISBN |
1-283-63443-0
9786613946881 94-007-5389-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Color Medical Image Analysis; Preface; Contents; A Data Driven Approach to Cervigram Image Analysis and Classification; 1 Introduction; 2 Related Work; 3 Methodology; 3.1 Visual Feature Extraction and Representation; Color Features; Texture Features; Image Similarity Measurement; 3.2 Finding the Region of Interest; 3.3 Cervigram Classification; 3.4 Support Vector Machine Classification; 3.5 Majority Vote Classification; 4 Results; 4.1 Isolating the Region of Interest; 4.2 Accuracy of Our Disease Classification; 4.3 Weighted Effect of Color and Texture; 5 Discussion and Conclusion; References
Macroscopic Pigmented Skin Lesion Segmentation and Its Influence on Lesion Classification and Diagnosis1 Introduction; 2 Pre-processing; 2.1 Shading Attenuation; 3 Segmentation; 3.1 Grayscale-Based Methods; 3.1.1 Thresholding-Based Methods; 3.1.2 Multi-Direction GVF Snake Method; 3.2 Multichannel-Based Methods; 3.2.1 Thresholding-Based Methods; 3.2.2 ICA-Based Active-Contours Method; 3.3 Comparison of Segmentation Methods Based on Experimental Results; 4 Feature Extraction for Skin Lesion Discrimination; 4.1 Features Used for Lesion Asymmetry Characterization 4.2 Features Used for Lesion Boundary Irregularity Characterization4.3 Features Used for Lesion Color Variation Characterization; 4.4 Features Used for Lesion Differential Structures Characterization; 4.5 Feature Extraction Summary; 5 Classification of Pigmented Skin Lesion Images; 5.1 Feature Normalization; 5.2 Defining Training Sets; 5.3 Classification Methods; 6 Discussion of Experimental Evidences: Pigmented Skin Lesion Segmentation and Its Influence on the Lesion Classification and Diagnosis; 7 Summary and Future Trends; References Color and Spatial Features Integrated Normalized Distance for Density Based Border Detection in Dermoscopy Images1 Introduction; 2 Dermoscopy Image Analysis; 2.1 The ABCDE Rule; 3 Density Based Clustering; 3.1 DBSCAN; 3.2 Boundary Driven Density Clustering; 3.3 Expanding Cluster in FDBLD; 3.4 Selecting Leading Points; 3.5 FDBLD Algorithm; 4 Normalized Distance; 4.1 Effect of Color Spaces; 5 Experiments and Results on Dermoscopy Images; 6 Conclusion; References; A Color and Texture Based Hierarchical K-NN Approach to the Classification of Non-melanoma Skin Lesions; 1 Introduction 2 Skin Class Hierarchy3 Hierarchical K-NN Classifier; 3.1 K-NN Classifier; 3.2 Learning Phase; 3.3 Classification Phase; 4 Feature Description; 4.1 Color Features; 4.2 Texture Features; 4.3 Ad Hoc Color Ratio Features; 4.4 Distance Measure; 5 Methods; 5.1 Acquisition and Preprocessing; 5.2 Highlight Removal; 5.3 Feature Normalization; 5.4 Evaluation; 5.4.1 Influence of the K Parameter; 5.4.2 Influence of Color Features; 5.4.3 Influence of Texture Features; 5.4.4 Influence of Feature Number and Selection Algorithm; 5.5 Comparison with Other Methods; 6 Overall Results; 7 Conclusions; Appendix References |
| Record Nr. | UNINA-9910437918303321 |
| New York, : Springer, 2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Computer vision techniques for the diagnosis of skin cancer / / Jacob Scharcanski, M. Emre Celebi, editors
| Computer vision techniques for the diagnosis of skin cancer / / Jacob Scharcanski, M. Emre Celebi, editors |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | Heidelberg [Germany] : , : Springer, , 2014 |
| Descrizione fisica | 1 online resource (x, 282 pages) : illustrations (chiefly color) |
| Disciplina | 620 |
| Collana | Series in BioEngineering |
| Soggetto topico |
Skin - Cancer - Diagnosis
Diagnostic imaging Melanoma - Diagnosis |
| ISBN | 3-642-39608-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Enhancement of skin images -- Registration of skin images -- Segmentation of skin images -- Feature extraction from skin images -- Classification of skin images. |
| Record Nr. | UNINA-9910299713703321 |
| Heidelberg [Germany] : , : Springer, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, and Skin Image Analysis [[electronic resource] ] : First International Workshop, OR 2.0 2018, 5th International Workshop, CARE 2018, 7th International Workshop, CLIP 2018, Third International Workshop, ISIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 and 20, 2018, Proceedings / / edited by Danail Stoyanov, Zeike Taylor, Duygu Sarikaya, Jonathan McLeod, Miguel Angel González Ballester, Noel C.F. Codella, Anne Martel, Lena Maier-Hein, Anand Malpani, Marco A. Zenati, Sandrine De Ribaupierre, Luo Xiongbiao, Toby Collins, Tobias Reichl, Klaus Drechsler, Marius Erdt, Marius George Linguraru, Cristina Oyarzun Laura, Raj Shekhar, Stefan Wesarg, M. Emre Celebi, Kristin Dana, Allan Halpern
| OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, and Skin Image Analysis [[electronic resource] ] : First International Workshop, OR 2.0 2018, 5th International Workshop, CARE 2018, 7th International Workshop, CLIP 2018, Third International Workshop, ISIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 and 20, 2018, Proceedings / / edited by Danail Stoyanov, Zeike Taylor, Duygu Sarikaya, Jonathan McLeod, Miguel Angel González Ballester, Noel C.F. Codella, Anne Martel, Lena Maier-Hein, Anand Malpani, Marco A. Zenati, Sandrine De Ribaupierre, Luo Xiongbiao, Toby Collins, Tobias Reichl, Klaus Drechsler, Marius Erdt, Marius George Linguraru, Cristina Oyarzun Laura, Raj Shekhar, Stefan Wesarg, M. Emre Celebi, Kristin Dana, Allan Halpern |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (xxii, 323 pages) : illustrations |
| Disciplina | 616.0754 |
| Collana | Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Soggetto topico |
Artificial intelligence
Computer vision Computer networks Computers, Special purpose Artificial Intelligence Computer Vision Computer Communication Networks Special Purpose and Application-Based Systems |
| ISBN | 3-030-01201-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | OR 2.0 Context-Aware Operating Theaters, OR 2.0 2018 -- Computer Assisted Robotic Endoscopy, CARE 2018 -- Clinical Image-Based Procedures, CLIP 2018 -- Skin Image Analysis, ISIC 2018. |
| Record Nr. | UNISA-996466331503316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, and Skin Image Analysis : First International Workshop, OR 2.0 2018, 5th International Workshop, CARE 2018, 7th International Workshop, CLIP 2018, Third International Workshop, ISIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 and 20, 2018, Proceedings / / edited by Danail Stoyanov, Zeike Taylor, Duygu Sarikaya, Jonathan McLeod, Miguel Angel González Ballester, Noel C.F. Codella, Anne Martel, Lena Maier-Hein, Anand Malpani, Marco A. Zenati, Sandrine De Ribaupierre, Luo Xiongbiao, Toby Collins, Tobias Reichl, Klaus Drechsler, Marius Erdt, Marius George Linguraru, Cristina Oyarzun Laura, Raj Shekhar, Stefan Wesarg, M. Emre Celebi, Kristin Dana, Allan Halpern
| OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, and Skin Image Analysis : First International Workshop, OR 2.0 2018, 5th International Workshop, CARE 2018, 7th International Workshop, CLIP 2018, Third International Workshop, ISIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 and 20, 2018, Proceedings / / edited by Danail Stoyanov, Zeike Taylor, Duygu Sarikaya, Jonathan McLeod, Miguel Angel González Ballester, Noel C.F. Codella, Anne Martel, Lena Maier-Hein, Anand Malpani, Marco A. Zenati, Sandrine De Ribaupierre, Luo Xiongbiao, Toby Collins, Tobias Reichl, Klaus Drechsler, Marius Erdt, Marius George Linguraru, Cristina Oyarzun Laura, Raj Shekhar, Stefan Wesarg, M. Emre Celebi, Kristin Dana, Allan Halpern |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (xxii, 323 pages) : illustrations |
| Disciplina |
616.0754
617.00285 |
| Collana | Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Soggetto topico |
Artificial intelligence
Computer vision Computer networks Computers, Special purpose Artificial Intelligence Computer Vision Computer Communication Networks Special Purpose and Application-Based Systems |
| ISBN | 3-030-01201-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | OR 2.0 Context-Aware Operating Theaters, OR 2.0 2018 -- Computer Assisted Robotic Endoscopy, CARE 2018 -- Clinical Image-Based Procedures, CLIP 2018 -- Skin Image Analysis, ISIC 2018. |
| Record Nr. | UNINA-9910349400003321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Partitional Clustering Algorithms / / edited by M. Emre Celebi
| Partitional Clustering Algorithms / / edited by M. Emre Celebi |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (420 p.) |
| Disciplina |
005.7
620 621.382 |
| Soggetto topico |
Electrical engineering
Computers Signal processing Image processing Speech processing systems Communications Engineering, Networks Information Systems and Communication Service Signal, Image and Speech Processing |
| ISBN | 3-319-09259-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Recent developments in model-based clustering with applications -- Accelerating Lloyd’s algorithm for k-means clustering -- Linear, Deterministic, and Order-Invariant Initialization Methods for the K-Means Clustering Algorithm -- Nonsmooth optimization based algorithms in cluster analysis -- Fuzzy Clustering Algorithms and Validity Indices for Distributed Data -- Density Based Clustering: Alternatives to DBSCAN -- Nonnegative matrix factorization for interactive topic modeling and document clustering -- Overview of overlapping partitional clustering methods -- On Semi-Supervised Clustering -- Consensus of Clusterings based on High-order Dissimilarities -- Hubness-Based Clustering of High-Dimensional Data -- Clustering for Monitoring Distributed Data Streams. |
| Record Nr. | UNINA-9910299849303321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Unsupervised Learning Algorithms / / edited by M. Emre Celebi, Kemal Aydin
| Unsupervised Learning Algorithms / / edited by M. Emre Celebi, Kemal Aydin |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (564 p.) |
| Disciplina | 620 |
| Soggetto topico |
Telecommunication
Computational intelligence Computer networks Pattern recognition systems Artificial intelligence Data mining Communications Engineering, Networks Computational Intelligence Computer Communication Networks Automated Pattern Recognition Artificial Intelligence Data Mining and Knowledge Discovery |
| ISBN | 3-319-24211-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Feature Construction -- Feature Extraction -- Feature Selection -- Association Rule Learning -- Clustering -- Anomaly/Novelty/Outlier Detection -- Evaluation of Unsupervised Learning -- Applications -- Conclusion. |
| Record Nr. | UNINA-9910254251403321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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