Active learning combining uncertainty and diversity for multi‐class image classification (Englisch)
Freier Zugriff
- Neue Suche nach: Gu, Yingjie
- Neue Suche nach: Jin, Zhong
- Neue Suche nach: Chiu, Steve C.
- Neue Suche nach: Gu, Yingjie
- Neue Suche nach: Jin, Zhong
- Neue Suche nach: Chiu, Steve C.
In:
IET Computer Vision
;
9
, 3
;
400-407
;
2015
- Aufsatz (Zeitschrift) / Elektronische Ressource
-
Titel:Active learning combining uncertainty and diversity for multi‐class image classification
-
Beteiligte:
-
Erschienen in:IET Computer Vision ; 9, 3 ; 400-407
-
Verlag:
- Neue Suche nach: The Institution of Engineering and Technology
-
Erscheinungsdatum:01.06.2015
-
Format / Umfang:8 pages
-
ISSN:
-
DOI:
-
Medientyp:Aufsatz (Zeitschrift)
-
Format:Elektronische Ressource
-
Sprache:Englisch
-
Schlagwörter:image classification , computer vision , learning (artificial intelligence) , support vector machines , dynamic programming , multiclass image classification , pattern recognition applications , unlabelled data , active learning algorithm , support vector machine , binary SVM classiflers , Gaussian kernel , dynamic programming method
-
Datenquelle:
Inhaltsverzeichnis – Band 9, Ausgabe 3
Zeige alle Jahrgänge und Ausgaben
Die Inhaltsverzeichnisse werden automatisch erzeugt und basieren auf den im Index des TIB-Portals verfügbaren Einzelnachweisen der enthaltenen Beiträge. Die Anzeige der Inhaltsverzeichnisse kann daher unvollständig oder lückenhaft sein.
- 309
-
Kernel‐based sliding mode control for visual servoing systemParsapour, Mahsa / Taghirad, Hamid D. et al. | 2015
- 321
-
Cascade of forests for face alignmentYang, Heng / Zou, Changqing / Patras, Ioannis et al. | 2015
- 331
-
Log‐Euclidean bag of words for human action recognitionFaraki, Masoud / Palhang, Maziar / Sanderson, Conrad et al. | 2015
- 340
-
Continuous camera placement using multiple objective optimisation processChen, Chung‐Hao / Yao, Yi / Hsu, Wei‐Wen / Koschan, Andreas / Abidi, Mongi et al. | 2015
- 354
-
Calibration and object correspondence in camera networks with widely separated overlapping viewsYin, Fei / Makris, Dimitrios / Velastin, Sergio A. / Ellis, Tim et al. | 2015
- 368
-
Adaptive learning region importance for region-based image retrievalYang, Xiaohui / Lv, Feiya / Cai, Lijun / Li, Dengfeng et al. | 2015
- 378
-
Calibration of multiple fish-eye cameras using a wandFu, Qiang / Quan, Quan / Cai, Kai-Yuan et al. | 2015
- 390
-
Face recognition under varying illumination based on adaptive homomorphic eight local directional patternsFaraji, Mohammad Reza / Qi, Xiaojun et al. | 2015
- 400
-
Active learning combining uncertainty and diversity for multi-class image classificationGu, Yingjie / Jin, Zhong / Chiu, Steve C. et al. | 2015
- 408
-
Using statistical characteristics of gradient phases for robust face recognition under illumination variationsSu, Ching-Yao / Yang, Jar-Ferr et al. | 2015
- 419
-
Recognition improvement through the optimisation of learning instancesWu, Hao / Miao, Zhenjiang / Chen, Jingyue / Yang, Jie / Gao, Xing et al. | 2015
- 428
-
Particle filter framework for salient object detection in videosMuthuswamy, Karthik / Rajan, Deepu et al. | 2015
- 439
-
Spatial codification of label predictions in multi‐scale stacked sequential learning: a case study on multi‐class medical volume segmentationSampedro, Frederic / Escalera, Sergio et al. | 2015