Ensemble of deep learning, visual and acoustic features for music genre classification

Bird and whale species identification using sound images

(2018) Loris Nanni et al.   IET Computer Vision

Combining visual and acoustic features for audio classification tasks

(2017) L. Nanni et al.   PATTERN RECOGNITION LETTERS

Towards effective codebookless model for image classification

(2016) Qilong Wang et al.   PATTERN RECOGNITION

Texture Descriptors Ensembles Enable Image-Based Classification of Maturation of Human Stem Cell-Derived Retinal Pigmented Epithelium

(2016) Loris Nanni et al.   PLoS One

Combining Acoustic and Multilevel Visual Features for Music Genre Classification

(2015) Ming-Ju Wu et al.   ACM Transactions on Multimedia Computing Communications and Applications

Deep learning

(2015) Yann LeCun et al.   NATURE

An adaptive hybrid pattern for noise-robust texture analysis

(2015) Ziqi Zhu et al.   PATTERN RECOGNITION

Music-genre classification system based on spectro-temporal features and feature selection

(2013) Shin-Cheol Lim et al.   IEEE TRANSACTIONS ON CONSUMER ELECTRONICS

Invariant Scattering Convolution Networks

(2013) Joan Bruna et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Representation Learning: A Review and New Perspectives

(2013) Y. Bengio et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Multiscale Local Phase Quantization for Robust Component-Based Face Recognition Using Kernel Fusion of Multiple Descriptors

(2012) Chi Ho Chan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Music genre classification using LBP textural features

(2012) Y.M.G. Costa et al.   SIGNAL PROCESSING

Discovering Time-Constrained Sequential Patterns for Music Genre Classification

(2011) Jia-Min Ren et al.   IEEE Transactions on Audio Speech and Language Processing

Combining different local binary pattern variants to boost performance

(2010) Loris Nanni et al.   EXPERT SYSTEMS WITH APPLICATIONS