Search Results - "Supriya, M. H."

Total hip replacement monitoring: numerical models for the acoustic emission technique by Ampadi Ramachandran, Remya, Lee, Christine, Zhang, Lu, H, Supriya M., Bijukumar, Divya, Pai, P. Srinivasa, Foucher, Kharma, Chi, Sheng-Wei, Ozevin, Didem, Mathew, Mathew T.

“…Any mechanical instability associated with total hip replacement (THR) excites elastic waves with different frequencies and propagates through the surrounding…”
Get full text

A brief review of noncoding RNA by George, Tina P, Subramanian, Suja, Supriya, M. H

“…Background The genetic code for every organism is stored in biomolecules the deoxyribonucleic acid (DNA) and the ribonucleic acid (RNA). In higher organisms,…”
Get full text

Multiclass Image Segmentation using Deep Residual Encoder-Decoder Models in Highly Turbid Underwater Ambiances by Haridas, T. P. Mithun, Kamal, Suraj, Balakrishnan, Arun A., Thomas, Rosemol, Nezla, N. A., Balakrishnan, Kannan, Supriya, M. H.

“…Underwater environments, especially the coral reefs, are the habitat of many critically endangered species. Extensive monitoring of these aquatic ecosystems is…”
Get full text

HARDWARE REALIZATION OF CANNY EDGE DETECTION ALGORITHM FOR UNDERWATER IMAGE SEGMENTATION USING FIELD PROGRAMMABLE GATE ARRAYS by ALEX RAJ S. M., CLARIS JOSE, SUPRIYA M. H.

“…Underwater images raise new challenges in the field of digital image processing technology in recent years because of its widespread applications. There are…”
Get full text

An Automated Fish Species Classification Using Modified Neural Network and Firefly Algorithm and its Empirical Analysis by Prasenan, Pooja, Supriya, M H

“…Oceans have always been a mystery and underwater environment had remained a topic of research and explorations. Fish species classification has gained huge…”
Get full text

Comparison of Deep Learning Classifier Models for Sensor Array based Acoustic Source Localisation by K, Rashida, Pillai, Minu A., M H, Supriya

“…Convolutional Neural Networks (CNNs) and Feed Forward Neural Networks (FFNNs) are used as classifier models for microphone array-based acoustic source…”
Get full text

Comparison of Machine Learning Classifier Models for Microphone Array based Acoustic Source Localisation by Rashida, K, Pillai, Minu A, Supriya, M H

“…This work addresses a long-standing challenge by employing machine learning to locate an acoustic source by directly estimating its location based on recorded…”
Get full text

A high-resolution pressure tag for ocean depth measurements by John, Prajas, Peter, Jaison, Correya, Adrine Antony, Supriya, M. H., Pillai, P. R. Saseendran

“…Data Storage Tags form an important class of electronic tags, used for studying the migratory patterns of highly migratory marine species. In such tags, the…”
Get full text

Classification of Low Quality Underwater Objects Using Convolutional Neural Networks and Transfer Learning by Balakrishnan, Arun A., S, Bijoy M., H, Supriya M.

“…Classification of low quality, degraded underwater images using deep learning based architectures are proposed in this paper. Deep learning based algorithms…”
Get full text

Detection of phase-coupled noises in the ocean by Supriya, M. H., Pillai, P. R. Saseendran

“…Estimates of power spectral density are being used in a variety of signal processing applications. For the precise characterization of certain noise sources in…”
Get full text

Analysis of Different Speckle-scene Models for SONAR Image Despeckling by James, Rithu, Supriya, M. H.

“…Among the different models investigated for SONAR image denoising, the analysis considers two noise models, the signal independent additive noise model and the…”
Get full text

International Symposium on Ocean Technology, 2023 (SYMPOL 2023) by Supriya, M. H., Balakrishnan, Arun A.

“…The Seventeenth Biennial Symposium on Ocean Technology, 2023 (SYMPOL 2023) is scheduled to be held in the Department of Electronics of the Cochin University of…”
Get full text

Deep Neural Based Beamforming Techniques for Direction of Arrival (DOA) Estimation by Simon, Blessy C, M H, Supriya, V S, Jayanthi

“…Most of the applications with SONAR are relied on the Direction of Arrival (DOA) estimation. It is an inevitable part in the scenarios of target detection and…”
Get full text

Underwater Image Enhancement Using White Balance, USM and CLHE by Sanila, K. H., Balakrishnan, Arun A., Supriya, M. H.

“…Enhancement of the underwater images is essential because of the poor illumination, dispersion and scattering losses of the environment. This paper proposes a…”
Get full text

Algorithm for Underwater Cable Tracking Using CLAHE based Enhancement by Anilkumar, Syamily, Dhanya, P. R., Balakrishnan, Arun A., Supriya, M. H.

“…This paper proposes an algorithm for tracking cables from underwater images. The proposed algorithm goes through a pre-processing stage which aims at enhancing…”
Get full text

Dehazing Underwater Images Using Encoder Decoder Based Generic Model-Agnostic Convolutional Neural Network by Thomas, Rosemol, Thampi, Lidiya, Kamal, Suraj, Balakrishnan, Arun A., Mithun Haridas, T. P., Supriya, M. H.

“…Enhancing degraded underwater images is a challenging problem for researchers. Deep learning approaches can significantly provide improvement in image…”
Get full text

Analysis of U-Net Based Image Segmentation Model on Underwater Images of Different Species of Fishes by Thampi, Lidiya, Thomas, Rosemol, Kamal, Suraj, Balakrishnan, Arun A., Mithun Haridas, T. P., Supriya, M. H.

“…Image segmentation is one of the key tasks for image processing in robotic vision, navigation, virtual reality, and augmented reality. Segmentation in…”
Get full text

An Efficient Underwater Pipeline Detection System Using Machine Learning Approach by Sravya, N., Balakrishnan, Arun A., Supriya, M. H.

“…Underwater object detection is very essential for pipeline detection, tracking and safe navigation. This paper presents methods to detect pipeline by using…”
Get full text

Cost effective sensor buoy for ocean environmental monitoring by John, P, Supriya, M H, Pillai, P R Saseendran

“…A low cost prototype sensor module comprising of a microcontroller and digital sensors for measuring the temperature, light as well as pressure, housed in a…”
Get full text

L-CLAHE Intensification Filter (L-CIF) Algorithm for Underwater Image Enhancement and Colour Restoration by Dhanya, P. R., Anilkumar, Syamily, Balakrishnan, Arun A., Supriya, M. H.

“…Contrast degradation due to wavelength-based light attenuation compromises quality of sub-aquatic images. In this paper, L-CLAHE Intensification Filter (L-CIF)…”
Get full text