Content-based medical image retrieval with opponent class adaptive margin loss
The increasing utilization of medical imaging technology with digital storage capabilities has
facilitated the compilation of large-scale data repositories. Fast access to image samples …
facilitated the compilation of large-scale data repositories. Fast access to image samples …
Shuffled-Xception-DarkNet-53: A content-based image retrieval model based on deep learning algorithm
Abstract This paper proposes Shuffled-Xception-DarkNet-53, an advanced version of
DarkNet-53 for Content-Based Image Retrieval (CBIR). The proposed model introduced the …
DarkNet-53 for Content-Based Image Retrieval (CBIR). The proposed model introduced the …
DNA encoding-based nucleotide pattern and deep features for instance and class-based image retrieval
Recently, DNA encoding has shown its potential to store the vital information of the image in
the form of nucleotides, namely, and, with the entire sequence following run-length and GC …
the form of nucleotides, namely, and, with the entire sequence following run-length and GC …
Content‐based image retrieval for super‐resolutioned images using feature fusion: Deep learning and hand crafted
An innovative image retrieval agenda by concatenating deep learning features from
GoogleNet and low‐level features from HSI and RGB color space is proposed in this article …
GoogleNet and low‐level features from HSI and RGB color space is proposed in this article …
Content-based image retrieval using group normalized-inception-darknet-53
In recent days' research, deep learning methods have shown promising performance in
various fields of computer vision, including content-based image retrieval (CBIR). In this …
various fields of computer vision, including content-based image retrieval (CBIR). In this …
Medical image retrieval using a novel local relative directional edge pattern and Zernike moments
G Sucharitha, N Arora, SC Sharma - Multimedia Tools and Applications, 2023 - Springer
The traditional annotation-based medical image retrieval faces a problem with competence
and precision with the extensive medical image databases. Broad research has been …
and precision with the extensive medical image databases. Broad research has been …
Deep Image Synthesis, Analysis and Indexing using Integrated CNN Architectures
The excessive use of Internet technology is leading to a massive increase in multimedia
content. Fast and effective image retrieval over a wide range of databases is a difficult task in …
content. Fast and effective image retrieval over a wide range of databases is a difficult task in …
Content-based image retrieval using DNA transcription and translation
DNA carries the genetic information of almost all the living beings on the earth. The flow of
genetic information takes place by a series of transcription and translation reactions in which …
genetic information takes place by a series of transcription and translation reactions in which …
A DCT probability histogram-based ROI features for content-based natural and medical image retrieval applications
J Pradhan - Digital Signal Processing, 2023 - Elsevier
The effectiveness of a Content-based Image Retrieval (CBIR) system depends on selecting
representative and salient visual features. Capturing the salient image features for forming a …
representative and salient visual features. Capturing the salient image features for forming a …
Fashion cloth image categorization and retrieval with enhanced intensity using SURF and CNN approach
Purpose The attraction of online shopping has raised the demand for customized image
searches, mainly in the fashion industry. Daily updates in this industry increase the size of …
searches, mainly in the fashion industry. Daily updates in this industry increase the size of …