An integrated approach to region based image retrieval using firefly algorithm and support vector machine

[1]  Alexander Dekhtyar,et al.  Information Retrieval , 2018, Lecture Notes in Computer Science.

[2]  Miss A.O. Penney.  (b) , 1974, The New Yale Book of Quotations.

[3]  Rosalind W. Picard,et al.  Interactive Learning Using a "Society of Models" , 2017, CVPR 1996.

[4]  Thomas S. Huang,et al.  Content-based image retrieval with relevance feedback in MARS , 1997, Proceedings of International Conference on Image Processing.

[5]  Tom Minka,et al.  Interactive learning with a "society of models" , 1997, Pattern Recognit..

[6]  Jitendra Malik,et al.  Normalized cuts and image segmentation , 1997, Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[7]  Thomas S. Huang,et al.  Relevance feedback: a power tool for interactive content-based image retrieval , 1998, IEEE Trans. Circuits Syst. Video Technol..

[8]  Neill W. Campbell,et al.  Iterative refinement by relevance feedback in content-based digital image retrieval , 1998, MULTIMEDIA '98.

[9]  Leonidas J. Guibas,et al.  A metric for distributions with applications to image databases , 1998, Sixth International Conference on Computer Vision (IEEE Cat. No.98CH36271).

[10]  Nuno Vasconcelos,et al.  Learning from User Feedback in Image Retrieval Systems , 1999, NIPS.

[11]  Shih-Fu Chang,et al.  Image Retrieval: Current Techniques, Promising Directions, and Open Issues , 1999, J. Vis. Commun. Image Represent..

[12]  Raimondo Schettini,et al.  A relevance feedback mechanism for content-based image retrieval , 1999, Inf. Process. Manag..

[13]  Marcel Worring,et al.  Content-Based Image Retrieval at the End of the Early Years , 2000, IEEE Trans. Pattern Anal. Mach. Intell..

[14]  Chi-Ren Shyu,et al.  Relevance feedback decision trees in content-based image retrieval , 2000, 2000 Proceedings Workshop on Content-based Access of Image and Video Libraries.

[15]  Sugata Ghosal,et al.  iPURE: perceptual and user-friendly retrieval of images , 2000, 2000 IEEE International Conference on Multimedia and Expo. ICME2000. Proceedings. Latest Advances in the Fast Changing World of Multimedia (Cat. No.00TH8532).

[16]  Qi Tian,et al.  Combine user defined region-of-interest and spatial layout for image retrieval , 2000, Proceedings 2000 International Conference on Image Processing (Cat. No.00CH37101).

[17]  Bo Zhang,et al.  Support vector machine learning for image retrieval , 2001, Proceedings 2001 International Conference on Image Processing (Cat. No.01CH37205).

[18]  Thomas S. Huang,et al.  Small sample learning during multimedia retrieval using BiasMap , 2001, Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001.

[19]  Edward Y. Chang,et al.  Support vector machine active learning for image retrieval , 2001, MULTIMEDIA '01.

[20]  Yimin Wu,et al.  A feature re-weighting approach for relevance feedback in image retrieval , 2002, Proceedings. International Conference on Image Processing.

[21]  Bo Zhang,et al.  Region-based relevance feedback in image retrieval , 2002, 2002 IEEE International Symposium on Circuits and Systems. Proceedings (Cat. No.02CH37353).

[22]  Sugata Ghosal,et al.  An image retrieval system with automatic query modification , 2002, IEEE Trans. Multim..

[23]  Yixin Chen,et al.  A Region-Based Fuzzy Feature Matching Approach to Content-Based Image Retrieval , 2002, IEEE Trans. Pattern Anal. Mach. Intell..

[24]  Jitendra Malik,et al.  Blobworld: Image Segmentation Using Expectation-Maximization and Its Application to Image Querying , 2002, IEEE Trans. Pattern Anal. Mach. Intell..

[25]  Bo Zhang,et al.  Support vector machines for region-based image retrieval , 2003, 2003 International Conference on Multimedia and Expo. ICME '03. Proceedings (Cat. No.03TH8698).

[26]  Yasufumi Takama,et al.  Genetic algorithm-based relevance feedback for image retrieval using local similarity patterns , 2003, Inf. Process. Manag..

[27]  Thomas S. Huang,et al.  Relevance feedback in image retrieval: A comprehensive review , 2003, Multimedia Systems.

[28]  Yasufumi Takama,et al.  Relevance feedback-based image retrieval interface incorporating region and feature saliency patterns as visualizable image similarity criteria , 2003, IEEE Trans. Ind. Electron..

[29]  Chengcui Zhang,et al.  Multiple object retrieval for image databases using multiple instance learning and relevance feedback , 2004, 2004 IEEE International Conference on Multimedia and Expo (ICME) (IEEE Cat. No.04TH8763).

[30]  Michael R. Lyu,et al.  Group-based relevance feedback with support vector machine ensembles , 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

[31]  Bo Zhang,et al.  Relevance feedback in region-based image retrieval , 2004, IEEE Transactions on Circuits and Systems for Video Technology.

[32]  Douglas R. Heisterkamp,et al.  Probabilistic Region Relevance Learning for Content-Based Image Retrieval , 2004, CISST.

[33]  Dacheng Tao,et al.  Nonparametric discriminant analysis in relevance feedback for content-based image retrieval , 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

[34]  Hong-Jiang Zhang,et al.  An efficient and effective region-based image retrieval framework , 2004, IEEE Transactions on Image Processing.

[35]  Djemel Ziou,et al.  Image retrieval based on feature weighting and relevance feedback , 2004, 2004 International Conference on Image Processing, 2004. ICIP '04..

[36]  Paul A. Viola,et al.  Boosting Image Retrieval , 2004, International Journal of Computer Vision.

[37]  Chiou-Ting Hsu,et al.  Image retrieval with relevance feedback based on graph-theoretic region correspondence estimation , 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

[38]  Douglas R. Heisterkamp,et al.  Learning in Region-Based Image Retrieval with Generalized Support Vector Machines , 2004, 2004 Conference on Computer Vision and Pattern Recognition Workshop.

[39]  Yasufumi Takama,et al.  Mathematical aggregation operators in image retrieval: effect on retrieval performance and role in relevance feedback , 2005, Signal Process..

[40]  Jia Xue,et al.  An improved interactive genetic algorithm incorporating relevant feedback , 2005, 2005 International Conference on Machine Learning and Cybernetics.

[41]  Yi-Ping Hung,et al.  Region Filtering Using Color and Texture Features for Image Retrieval , 2005, CIVR.

[42]  C.-Y. Li,et al.  Relevance feedback using generalized Bayesian framework with region-based optimization learning , 2005, IEEE Transactions on Image Processing.

[43]  Lap-Pui Chau,et al.  Region-Based Image Retrieval using Radial Basis Function Network , 2006, 2006 IEEE International Conference on Multimedia and Expo.

[44]  Hermann Ney,et al.  Features for image retrieval: an experimental comparison , 2008, Information Retrieval.

[45]  Francesco G. B. De Natale,et al.  Content-Based Image Retrieval by Feature Adaptation and Relevance Feedback , 2007, IEEE Transactions on Multimedia.

[46]  Vincent S. Tseng,et al.  Web image annotation by fusing visual features and textual information , 2007, SAC '07.

[47]  Deok-Hwan Kim,et al.  Support Vector Machine Learning for Region-Based Image Retrieval with Relevance Feedback , 2007 .

[48]  James Ze Wang,et al.  Image retrieval: Ideas, influences, and trends of the new age , 2008, CSUR.

[49]  Jefersson Alex dos Santos,et al.  A Genetic Programming Approach for Relevance Feedback in Region-Based Image Retrieval Systems , 2008, 2008 XXI Brazilian Symposium on Computer Graphics and Image Processing.

[50]  Edward Y. Chang,et al.  Active Learning for Interactive Multimedia Retrieval , 2008, Proceedings of the IEEE.

[51]  Vincent S. Tseng,et al.  Integrated Mining of Visual Features, Speech Features, and Frequent Patterns for Semantic Video Annotation , 2008, IEEE Transactions on Multimedia.

[52]  Xin-She Yang,et al.  Nature-Inspired Metaheuristic Algorithms , 2008 .

[53]  Xin-She Yang,et al.  Firefly Algorithms for Multimodal Optimization , 2009, SAGA.

[54]  Edward A. Fox,et al.  A genetic programming framework for content-based image retrieval , 2009, Pattern Recognit..

[55]  B Rampriya,et al.  Unit commitment in deregulated power system using Lagrangian firefly algorithm , 2010, 2010 INTERNATIONAL CONFERENCE ON COMMUNICATION CONTROL AND COMPUTING TECHNOLOGIES.

[56]  Alexandre X. Falcão,et al.  A new CBIR approach based on relevance feedback and optimum-path forest classification , 2010, J. WSCG.

[57]  Xin-She Yang,et al.  Engineering Optimization: An Introduction with Metaheuristic Applications , 2010 .

[58]  Ricardo da Silva Torres,et al.  Learning to rank for content-based image retrieval , 2010, MIR '10.

[59]  Georgios Dounias,et al.  Experimental Study on a Hybrid Nature-Inspired Algorithm for Financial Portfolio Optimization , 2010, SETN.

[60]  Xin-She Yang,et al.  Firefly algorithm, stochastic test functions and design optimisation , 2010, Int. J. Bio Inspired Comput..

[61]  Francesco G. B. De Natale,et al.  A Stochastic Approach to Image Retrieval Using Relevance Feedback and Particle Swarm Optimization , 2010, IEEE Transactions on Multimedia.

[62]  Jefersson Alex dos Santos,et al.  Interactive Classification of Remote Sensing Images by Using Optimum-Path Forest and Genetic Programming , 2011, CAIP.

[63]  Philip S. Yu,et al.  Efficient Relevance Feedback for Content-Based Image Retrieval by Mining User Navigation Patterns , 2011, IEEE Transactions on Knowledge and Data Engineering.

[64]  Ming-Huwi Horng,et al.  Multilevel minimum cross entropy threshold selection based on the firefly algorithm , 2011, Expert Syst. Appl..

[65]  Chih-Chin Lai,et al.  A User-Oriented Image Retrieval System Based on Interactive Genetic Algorithm , 2011, IEEE Transactions on Instrumentation and Measurement.

[66]  Chih-Chin Lai,et al.  An adaptive approach for color image retrieval , 2011, 2011 IEEE 3rd International Conference on Communication Software and Networks.

[67]  V. Mani,et al.  Clustering using firefly algorithm: Performance study , 2011, Swarm Evol. Comput..

[68]  Xu Zhang,et al.  An Image Retrieval Method Based on r/KPSO , 2011, 2011 Second International Conference on Innovations in Bio-inspired Computing and Applications.

[69]  G. K. Mahanti,et al.  Fire Fly and Artificial Bees Colony Algorithm for Synthesis of Scanned and Broadside Linear Array Antenna , 2011 .

[70]  Amir Hossein Gandomi,et al.  Cuckoo search algorithm: a metaheuristic approach to solve structural optimization problems , 2011, Engineering with Computers.

[71]  Xin-She Yang,et al.  Chaos-Enhanced Firefly Algorithm with Automatic Parameter Tuning , 2011, Int. J. Swarm Intell. Res..

[72]  Francesc J. Ferri,et al.  Distance-based relevance feedback using a hybrid interactive genetic algorithm for image retrieval , 2011, Appl. Soft Comput..

[73]  Hema Banati,et al.  Fire Fly Based Feature Selection Approach , 2011 .

[74]  S. Kazemzadeh Azad,et al.  OPTIMUM DESIGN OF STRUCTURES USINGAN IMPROVED FIREFLYALGORITHM , 2011 .

[75]  Mohammad Reza Meybodi,et al.  A Gaussian Firefly Algorithm , 2011 .

[76]  G. K. Mahanti,et al.  Design of a Fully Digital Controlled Reconfigurable Switched Beam Concentric Ring Array Antenna Using Firefly and Particle Swarm Optimization Algorithm , 2012 .

[77]  Achintya Das,et al.  Analysis of a Nature Inspired Firefly Algorithm based Back-propagation Neural Network Training , 2012, ArXiv.

[78]  Olympia Roeva,et al.  Optimization of E. coli Cultivation Model Parameters Using Firefly Algorithm , 2012 .

[79]  Jefersson Alex dos Santos,et al.  Incorporating multiple distance spaces in optimum-path forest classification to improve feedback-based learning , 2012, Comput. Vis. Image Underst..

[80]  Ming-Huwi Horng,et al.  Vector quantization using the firefly algorithm for image compression , 2012, Expert Syst. Appl..

[81]  Mohammad Asif Zaman,et al.  Nonuniformly Spaced Linear Antenna Array Design Using Firefly Algorithm , 2012 .

[82]  Xin-She Yang,et al.  Swarm-Based Metaheuristic Algorithms and No-Free-Lunch Theorems , 2012 .

[83]  Frédéric Precioso,et al.  Hybdrid Content Based Image Retrieval combining multi-objective interactive genetic algorithm and SVM , 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012).

[84]  Yudong Zhang,et al.  Rigid Image Registration by PSOSQP Algorithm , 2012 .

[85]  Aboul Ella Hassanien,et al.  Using Particle Swarm Optimization for Image Regions Annotation , 2012, FGIT.

[86]  Xin-She Yang,et al.  Multiobjective firefly algorithm for continuous optimization , 2012, Engineering with Computers.

[87]  Ming-Huwi Horng,et al.  Firefly Meta-Heuristic Algorithm for Training the Radial Basis Function Network for Data Classification and Disease Diagnosis , 2012 .