Search Results - "Rangarajan, Aravind Krishnaswamy"

Disease Classification in Eggplant Using Pre-trained VGG16 and MSVM by Krishnaswamy Rangarajan, Aravind, Purushothaman, Raja

“…Currently, the application of deep learning in crop disease classification is one of the active areas of research for which an image dataset is required…”
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Automated disease classification in (Selected) agricultural crops using transfer learning by Rangarajan Aravind , Krishnaswamy, Raja, Purushothaman

“…The biotic stress of agricultural crops is a major concern across the globe. Especially, its major effects are felt in economically poor countries where…”
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A fused lightweight CNN model for the diagnosis of COVID-19 using CT scan images by Krishnaswamy Rangarajan, Aravind, Ramachandran, Hari Krishnan

“…Computed tomography is an effective tool that can be used for the fast diagnosis of COVID-19. However, in high case-load scenarios, there are chances of delay…”
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Detection of fusarium head blight in wheat using hyperspectral data and deep learning by Krishnaswamy Rangarajan, Aravind, Louise Whetton, Rebecca, Mounem Mouazen, Abdul

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Disease classification in aubergine with local symptomatic region using deep learning models by Krishnaswamy Rangarajan, Aravind, Purushothaman, Raja, Pérez-Ruiz, Manuel

“…Recent trends in the application of deep learning techniques for crop disease classification is gaining international attention among experts of various…”
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A Vision Based Crop Monitoring System Using Segmentation Techniques by KRISHNASWAMY RANGARAJAN, A., PURUSHOTHAMAN, R.

“…The characterization of health status for a plant using a non-destructive method is one of the challenging problems. In this study, the number of leaves and…”
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A preliminary analysis of AI based smartphone application for diagnosis of COVID-19 using chest X-ray images by Rangarajan, Aravind Krishnaswamy, Ramachandran, Hari Krishnan

“…•An AI based diagnosis of COVID-19 using a smartphone application has been explored.•Novel generative adversarial network was created to increase the COVID-19…”
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Evaluation of the potential of Near Infrared Hyperspectral Imaging for monitoring the invasive brown marmorated stink bug by Ferrari, Veronica, Calvini, Rosalba, Boom, Bas, Menozzi, Camilla, Rangarajan, Aravind Krishnaswamy, Maistrello, Lara, Offermans, Peter, Ulrici, Alessandro

“…Chemometrics and Intelligent Laboratory Systems, 2023, 234, 104751 The brown marmorated stink bug (BMSB), Halyomorpha halys, is an invasive insect pest of…”
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The hawk eye scan: Halyomorpha halys detection relying on aerial tele photos and neural networks by Palazzetti, Lorenzo, Rangarajan, Aravind Krishnaswamy, Dinca, Alexandru, Boom, Bas, Popescu, Dan, Offermans, Peter, Pinotti, Cristina M.

“…This paper faces the challenge of monitoring the Brown Marmorated Stink Bug (H.halys) (Halyomorpha halys) within orchards, utilizing drones, and computer…”
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Evaluation of the potential of near infrared hyperspectral imaging for monitoring the invasive brown marmorated stink bug by Ferrari, Veronica, Calvini, Rosalba, Boom, Bas, Menozzi, Camilla, Rangarajan, Aravind Krishnaswamy, Maistrello, Lara, Offermans, Peter, Ulrici, Alessandro

“…The brown marmorated stink bug (BMSB), Halyomorpha halys, is an invasive insect pest of global importance that damages several crops, compromising agri-food…”
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Detection of fusarium head blight in wheat under field conditions using a hyperspectral camera and machine learning by Almoujahed, Muhammad Baraa, Rangarajan, Aravind Krishnaswamy, Whetton, Rebecca L., Vincke, Damien, Eylenbosch, Damien, Vermeulen, Philippe, Mouazen, Abdul M.

“…•FHB detection using the hyperspectral field images at proximal scale was addressed.•Developed a novel segmentation method to extract pixels of wheat ears in…”
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Non-destructive detection of fusarium head blight in wheat kernels and flour using visible near-infrared and mid-infrared spectroscopy by Almoujahed, Muhammad Baraa, Rangarajan, Aravind Krishnaswamy, Whetton, Rebecca L., Vincke, Damien, Eylenbosch, Damien, Vermeulen, Philippe, Mouazen, Abdul M.

“…Fusarium head blight (FHB) is one of the most severe fungal diseases that reduces yield of cereal crops and degrades kernel quality with mycotoxins, which are…”
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A low-cost UAV for detection of Cercospora leaf spot in okra using deep convolutional neural network by Rangarajan, Aravind Krishnaswamy, Balu, Edwin Jayaraj, Boligala, Muni Sekhar, Jagannath, Arjun, Ranganathan, Badri Narayanan

“…Artificial Intelligence (AI)-enabled agricultural robotics is expected to significantly disrupt the domain of agriculture with promise of profitable farming…”
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Crop identification and disease classification using traditional machine learning and deep learning approaches by Rangarajan, Aravind Krishnaswamy, Purushothaman, Raja, Prabhakar, Maheswari, Szczepański, Cezary

“…Crop and disease classification is one of the important problems in automation of agricultural processes with multicropping method, where the field is…”
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Evaluation of Solanum melongena crop performance in artificial LED light source for urban farming by Rangarajan, Aravind Krishnaswamy, Purushothaman, Raja, Venkatesan, Hari Shankar

“…The availability of land and resource for agriculture are depleting due to urbanization and increase in population. The agricultural crops are also susceptible…”
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Design and simulation of crop monitoring robot for green house by Aravind, K.R., Raja, P.

“…Incidence of disease in horticultural crops is one of the important problems affecting the production of fruits, vegetables and flowers. Regular monitoring of…”
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