An extensive survey on superpixel segmentation: A research perspective

BV Kumar - Archives of Computational Methods in Engineering, 2023 - Springer
Several Superpixel segmentation techniques have recently been developed. Superpixels
combine perceptually similar pixels to form visually significant entities, lowering the amount …

Robust and effective image preprocessing conglomerate method for denoising of both grayscale and color images

A Singh, GS Gaba, M Hedabou - Journal of Electronic Imaging, 2022 - spiedigitallibrary.org
Image quality is greatly affected by noise in various applications such as machine vision and
computer vision. Noisy images lead to inaccurate results as well as segmentation and …

An improved denoising algorithm for removing noise in color images

S Rani, Y Chabrra, K Malik - Engineering, Technology & Applied Science …, 2022 - etasr.com
Noise has a significant impact on image quality in a variety of applications, including
machine vision and object recognition. Denoising is crucial for successful image processing …

Noise removal from the image using convolutional neural networks-based denoising auto encoder

Y Farooq, S Savaş - Journal of Emerging Computer Technologies, 2024 - dergipark.org.tr
With the exponential growth in the volume of digital images captured daily, there is an
escalating demand for elevating image quality to achieve both accuracy and visual appeal …

Survey on video colorization: Concepts, methods and applications

L Stival, H Pedrini - Journal of Signal Processing Systems, 2023 - Springer
The process of colorizing involves creating or predicting information for images or videos.
While the current literature has produced relevant and high-quality results for image …

Superpixel segmentation algorithm based on local network modularity increment

T Liu, F Dai, W Guo, F Zhao, J Wang… - IET Image …, 2022 - Wiley Online Library
Superpixel segmentation is a kind of image preprocessing technology and a popular
research direction in image processing. The purpose of superpixel segmentation is to …

[PDF][PDF] Design of Real Time System for SLAM and Semantic Mapping

A Mukherjee - 2020 - universe.bits-pilani.ac.in
Simultaneous Localization And Mapping (SLAM) is very important task for mobile robotics.
For a robot in motion, it is always required to know its location and the surroundings.“ …