Hybrid approach for content-based image retrieval using VGG16 layered architecture and SVM: an application of deep learning

P Desai, J Pujari, C Sujatha, A Kamble, A Kambli - SN Computer Science, 2021 - Springer
Advancements in the sector of computer and multimedia technology and introduction of the
World Wide Web have increased the volume of image databases and collections, for …

Impact of multi-feature extraction on image retrieval and classification using machine learning technique

P Desai, J Pujari, Akhila, C Sujatha - SN Computer Science, 2021 - Springer
Vast information generated due to the web requires proper mechanisms and tools for
efficient management and retrieval of images. This led to the development of an efficient …

An Application of MRCNN Model for Hemispherical Domes Recognition in India Heritage Monuments

V Kukreja, D Kumar - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
The nation of any country is represented by its heritage monuments. Accurate recognition of
heritage monuments through hemispherical domes takes a lot of time by an experienced …

Deep transfer learning with ontology for image classification

U Gupta, S Chaudhury - 2015 Fifth National Conference on …, 2015 - ieeexplore.ieee.org
Purely, data-driven large scale image classification has been achieved using various feature
descriptors like SIFT, HOG etc. Major milestone in this regards is Convolutional Neural …

Machine learning advances aiding recognition and classification of Indian monuments and landmarks

AJ Paul, S Ghose, K Aggarwal, N Nethaji… - 2021 IEEE 8th Uttar …, 2021 - ieeexplore.ieee.org
Tourism in India plays a quintessential role in the country's economy with an estimated 9.2%
GDP share for the year 2018. With a yearly growth rate of 6.2%, the industry holds a huge …

A computer vision framework for automatic description of Indian monuments

P Shukla, B Rautela, A Mittal - 2017 13th International …, 2017 - ieeexplore.ieee.org
Monument recognition and description has emerged as a promising area of research. For
any given image of a monument a question arises that up to what extend can a computer …

Heritage of India: Advanced Monuments Classification using Artificial Intelligence

RG Tiwari, V Gautam, NK Trivedi - 2023 3rd International …, 2023 - ieeexplore.ieee.org
Tourism is India's most lucrative service industry. Many historical buildings and cultural
practices originated in India. Every year, millions of people go to tourist hotspots, and …

imPlag: Detecting image plagiarism using hierarchical near duplicate retrieval

S Srivastava, P Mukherjee, B Lall - 2015 Annual IEEE India …, 2015 - ieeexplore.ieee.org
Plagiarism in any form is a serious offense especially in academia and industry where
integrity and royalty from work is of utmost importance. In this work, a novel hierarchical …

[PDF][PDF] A novel approach for retrieval of historical monuments images using visual contents and unsupervised machine learning

J Jha, SS Bhaduaria - International Journal, 2020 - academia.edu
ABSTRACT In Recent Era monuments image identification and retrieval task is too complex
than other dataset images due to its distinct features variation and complex architecture …

Entity Recognition in Indian Sculpture using CLAHE and machine learning

A Dalara, C Sindhu, R Vasanth - 2022 First international …, 2022 - ieeexplore.ieee.org
Sculpture recognition is one of the most challenging problems in the image classification
field due to the high variations in the design of various sculptures. In order to classify the …