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From BoW to CNN: Two decades of texture representation for texture classification
Texture is a fundamental characteristic of many types of images, and texture representation
is one of the essential and challenging problems in computer vision and pattern recognition …
is one of the essential and challenging problems in computer vision and pattern recognition …
Anomaly detection in nanofibrous materials by CNN-based self-similarity
Automatic detection and localization of anomalies in nanofibrous materials help to reduce
the cost of the production process and the time of the post-production visual inspection …
the cost of the production process and the time of the post-production visual inspection …
Food recognition: a new dataset, experiments, and results
We propose a new dataset for the evaluation of food recognition algorithms that can be used
in dietary monitoring applications. Each image depicts a real canteen tray with dishes and …
in dietary monitoring applications. Each image depicts a real canteen tray with dishes and …
Combining colour and grey‐level co‐occurrence matrix features: a comparative study
Grey‐level co‐occurrence matrix (GLCM) is a widely used texture feature descriptor that is
extracted from grey‐level images. A considerable amount of work in the literature has been …
extracted from grey‐level images. A considerable amount of work in the literature has been …
Combining deep residual neural network features with supervised machine learning algorithms to classify diverse food image datasets
Obesity is increasing worldwide and can cause many chronic conditions such as type-2
diabetes, heart disease, sleep apnea, and some cancers. Monitoring dietary intake through …
diabetes, heart disease, sleep apnea, and some cancers. Monitoring dietary intake through …
Multi-radial LBP features as a tool for rapid glomerular detection and assessment in whole slide histopathology images
We demonstrate a simple and effective automated method for the localization of glomeruli in
large (~ 1 gigapixel) histopathological whole-slide images (WSIs) of thin renal tissue …
large (~ 1 gigapixel) histopathological whole-slide images (WSIs) of thin renal tissue …
Attractive-and-repulsive center-symmetric local binary patterns for texture classification
Y Ruichek - Engineering Applications of Artificial Intelligence, 2019 - Elsevier
Aiming at the defect of Local Binary Pattern (LBP) and its variants, this paper presents a new
modeling of the conventional LBP operator for texture classification. Named Attractive-and …
modeling of the conventional LBP operator for texture classification. Named Attractive-and …
[HTML][HTML] Comparative evaluation of hand-crafted image descriptors vs. off-the-shelf CNN-based features for colour texture classification under ideal and realistic …
Convolutional Neural Networks (CNN) have brought spectacular improvements in several
fields of machine vision including object, scene and face recognition. Nonetheless, the …
fields of machine vision including object, scene and face recognition. Nonetheless, the …
Colour and texture descriptors for visual recognition: A historical overview
Colour and texture are two perceptual stimuli that determine, to a great extent, the
appearance of objects, materials and scenes. The ability to process texture and colour is a …
appearance of objects, materials and scenes. The ability to process texture and colour is a …
Predicting complexity perception of real world images
The aim of this work is to predict the complexity perception of real world images. We propose
a new complexity measure where different image features, based on spatial, frequency and …
a new complexity measure where different image features, based on spatial, frequency and …