A sequential search-space shrinking using CNN transfer learning and a Radon projection pool for medical image retrieval

A Khatami, M Babaie, HR Tizhoosh, A Khosravi… - expert systems with …, 2018 - Elsevier
Closing the semantic gap in medical image analysis is critical. Access to large-scale
datasets might help to narrow the gap. However, large and balanced datasets may not …

Integration of wavelet transform, local binary patterns and moments for content-based image retrieval

P Srivastava, A Khare - Journal of Visual Communication and Image …, 2017 - Elsevier
The proliferation of large number of images has made it necessary to develop systems for
indexing and organizing images for easy access. This has made Content-Based Image …

A multi-scale and rotation-invariant phase pattern (MRIPP) and a stack of restricted Boltzmann machine (RBM) with preprocessing for facial expression classification

AS Alphonse, K Shankar… - Journal of Ambient …, 2021 - Springer
In facial expression recognition applications, the classification accuracy decreases because
of the blur, illumination and localization problems in images. Therefore, a robust emotion …

Deep features based medical image retrieval

NB Mohite, AB Gonde - Multimedia Tools and Applications, 2022 - Springer
In this paper, deep convolutional neural network model is developed for classification and
image retrieval purpose. Deep learning techniques obtained deep features from different …

[HTML][HTML] Directional local ternary quantized extrema pattern: a new descriptor for biomedical image indexing and retrieval

G Deep, L Kaur, S Gupta - … science and technology, an international journal, 2016 - Elsevier
This paper proposes a new pattern descriptor called directional local ternary quantized
extrema pattern (DLTerQEP) for biomedical image indexing and retrieval. The standard local …

Image retrieval based on effective feature extraction and diffusion process

J Zhou, X Liu, W Liu, J Gan - Multimedia Tools and Applications, 2019 - Springer
Feature extraction and its matching are two critical tasks in image retrieval. This paper
presents a new methodology for content-based image retrieval by integrating three features …

Local Gabor maximum edge position octal patterns for image retrieval

SK Vipparthi, S Murala, SK Nagar, AB Gonde - Neurocomputing, 2015 - Elsevier
In this paper, a new coding scheme, local Gabor maximum edge position octal patterns
(LGMEPOP) is proposed for content based image retrieval. The standard local binary pattern …

Multi-level colored directional motif histograms for content-based image retrieval

J Pradhan, A Ajad, AK Pal, H Banka - The Visual Computer, 2020 - Springer
Color features and local geometrical structures are the two basic image features which are
sufficient to convey the image semantics. Both of these features show diverse nature on the …

Local quantized extrema patterns for content-based natural and texture image retrieval

L Koteswara Rao, D Venkata Rao - Human-centric computing and …, 2015 - Springer
This paper proposes a novel feature descriptor, named local quantized extrema patterns
(LQEP) for content based image retrieval. The standard local quantized patterns (LQP) …

Local energy oriented pattern for image indexing and retrieval

GM Galshetwar, LM Waghmare, AB Gonde… - Journal of Visual …, 2019 - Elsevier
A novel image indexing algorithm for Content Based Image Retrieval (CBIR) using Local
Energy Oriented Patterns (LEOP) is proposed in this paper. LEOP encodes pixel level …