Object detection using convolutional neural networks and transformer-based models: a review

S Shah, J Tembhurne - Journal of Electrical Systems and Information …, 2023 - Springer
Transformer models are evolving rapidly in standard natural language processing tasks;
however, their application is drastically proliferating in computer vision (CV) as well …

A survey on crack detection in concrete surface using image processing and machine learning

R Kirthiga, S Elavenil - Journal of Building Pathology and Rehabilitation, 2024 - Springer
Crack is the earliest indication of structural deterioration. It is necessary to examine the
structural elements as cracks can affect the durability and safety of civil infrastructures …

Autoencoders based deep learner for image denoising

K Bajaj, DK Singh, MA Ansari - Procedia Computer Science, 2020 - Elsevier
Nowadays, digital images have a valuable role in our daily life, and can be used for various
of applications like fingerprint recognition, video surveillance etc. Sometimes, images get …

[HTML][HTML] Interactive blood vessel segmentation from retinal fundus image based on canny edge detector

AZH Ooi, Z Embong, AI Abd Hamid, R Zainon… - Sensors, 2021 - mdpi.com
Optometrists, ophthalmologists, orthoptists, and other trained medical professionals use
fundus photography to monitor the progression of certain eye conditions or diseases …

Human detection techniques for real time surveillance: a comprehensive survey

MA Ansari, DK Singh - Multimedia tools and applications, 2021 - Springer
Real-time detection of humans is an evolutionary research topic. It is an essential and
prominent component of various vision based applications. Detection of humans in real-time …

[HTML][HTML] Classification of buildings from VHR satellite images using ensemble of U-Net and ResNet

S Vasavi, HS Somagani, Y Sai - The Egyptian Journal of Remote Sensing …, 2023 - Elsevier
The urbanization rate of India is 35.9% by 2022 reports. In this 45.23% of urbanization is
happening in Maharashtra and it is the third most urbanized state of India after Tamil Nadu …

Insect classification framework based on a novel fusion of high-level and shallow features

R Haarika, T Babu, RR Nair - Procedia Computer Science, 2023 - Elsevier
The largest and most diversified group of organisms are insects. Since insects play a crucial
role in many ecosystems, it must be precisely identified for efficient management. However …

Significance of color spaces and their selection for image processing: a survey

MA Ansari, DK Singh - Recent Advances in Computer Science …, 2022 - benthamdirect.com
The human visual system is encompassed with three components that help to produce a
color sensation. The color display devices use this concept and create their full range of …

Recent studies on segmentation techniques for food recognition: A survey

M Chopra, A Purwar - Archives of Computational Methods in Engineering, 2022 - Springer
Food has a direct impact on an individual's life and is a significant area for the research
community. Computational techniques in food-related computing are performed to address …

Design of a Gabor filter-based image denoising hardware model

V Dakshayani, GR Locharla, P Pławiak, V Datti, C Karri - Electronics, 2022 - mdpi.com
The intervention of noise into images during data acquisition and transmission is inevitable.
Hence, the denoising of such affected images is essential in order to have effective image …