A Validity Measure for Fuzzy Clustering
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pattern Recognition with Fuzzy Objective Function Algorithms
Pattern Recognition with Fuzzy Objective Function Algorithms
A Region-Based Fuzzy Feature Matching Approach to Content-Based Image Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
Object Recognition from Local Scale-Invariant Features
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Image Retrieval Based on Multiple Features Using Wavelet
ICCIMA '03 Proceedings of the 5th International Conference on Computational Intelligence and Multimedia Applications
Evaluation of MPEG-7 shape descriptors against other shape descriptors
Multimedia Systems
A search engine for historical manuscript images
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Content-Based Image Retrieval Based on a Fuzzy Approach
IEEE Transactions on Knowledge and Data Engineering
Improving Image Retrieval Performance by Using Both Color and Texture Features
ICIG '04 Proceedings of the Third International Conference on Image and Graphics
A Comparative Study of Three Moment-Based Shape Descriptors
ITCC '05 Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'05) - Volume I - Volume 01
Semantic image classification with hierarchical feature subset selection
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
Image retrieval based on energy histograms of the low frequency DCT coefficients
ICASSP '99 Proceedings of the Acoustics, Speech, and Signal Processing, 1999. on 1999 IEEE International Conference - Volume 06
Image retrieval: Ideas, influences, and trends of the new age
ACM Computing Surveys (CSUR)
The Content-Based Image Retrieval Method Using Multiple Features
NCM '08 Proceedings of the 2008 Fourth International Conference on Networked Computing and Advanced Information Management - Volume 01
Moments and Moment Invariants in Pattern Recognition
Moments and Moment Invariants in Pattern Recognition
MembershipMap: Data Transformation Based on Granulation and Fuzzy Membership Aggregation
IEEE Transactions on Fuzzy Systems
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Due to the growing diffusion of digital media, most of real world applications have data with multiple modalities, from multiple sources and in multiple formats. The modelling of information coming from multimedia sources represents an important issue for applications which achieve multimedia mining activities. In particular, the last decades have witnessed great interest in image processing by "mining" visual information for objects recognition and retrieval. Some studies have revealed the image disambiguation based on the shape produces better results than features such as color or texture; moreover, the classification of objects extracted from an image database appears more intuitively formulated as a shape classification task. This paper presents an approach for 2D shapes classification. The approach is based on the combined use of geometrical and moments features extracted by a given collection of images and achieves shape-based classification exploiting fuzzy clustering techniques.