Review of image low-level feature extraction methods for content-based image retrieval

S Wang, K Han, J Jin - Sensor Review, 2019 - emerald.com
Purpose In the past few decades, the content-based image retrieval (CBIR), which focuses
on the exploration of image feature extraction methods, has been widely investigated. The …

Nature inspired dimensional reduction technique for fast and invariant visual feature extraction

R Bandara, L Ranathunga, NA Abdullah - arXiv preprint arXiv:1907.01102, 2019 - arxiv.org
Fast and invariant feature extraction is crucial in certain computer vision applications where
the computation time is constrained in both training and testing phases of the classifier. In …

Deep learned compact binary descriptor with a lightweight network-in-network architecture for visual description

R Bandara, L Ranathunga, NA Abdullah - The Visual Computer, 2021 - Springer
Binary descriptors have been widely used for real-time image retrieval and correspondence
matching. However, most of the learned descriptors are obtained using a large deep neural …

Visual feature clustering using temporal, color and spatial information

A Bandara, L Ranathunga… - … and Networks IV, 2014 - api.taylorfrancis.com
Salient Dither Pattern Feature (SDPF) is one of the visual features, which is highly efficient in
feature extraction. The incorporated descriptor of SDPF is a lower dimensional spatial …

A feature clustering approach based on Histogram of Oriented Optical Flow and superpixels

A Bandara, L Ranathunga… - 2015 IEEE 10th …, 2015 - ieeexplore.ieee.org
Visual feature clustering is one of the cost-effective approaches to segment objects in
videos. However, the assumptions made for developing the existing algorithms prevent them …

A new digital screening method based on prefabricated functions

G Xu, M Zhao, X Li - Proceedings of the 2nd International Conference on …, 2016 - dl.acm.org
In order to improve the quality and efficiency of printing, a new digital screening method
based on the concept of prefabricated functions is proposed in this paper. Nine functions …

[引用][C] Efficient depiction of video for semantic retrieval applications by dimensionality reduction of visual feature space