Search Results - "Priyanka, Gattu"

Machine Learning-Based Plant Detection Algorithms to Automate Counting Tasks Using 3D Canopy Scans by Kartal, Serkan, Choudhary, Sunita, Masner, Jan, Kholová, Jana, Stočes, Michal, Gattu, Priyanka, Schwartz, Stefan, Kissel, Ewaut

“…This study tested whether machine learning (ML) methods can effectively separate individual plants from complex 3D canopy laser scans as a prerequisite to…”
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Two Dimensional Histogram based on Relative Entropy Thresholding for Crop Segmentation Using UAV Images by Priyanka, Gattu, Rajalakshmi, P, Kholova, Jana

“…Recently, Unmanned aerial vehicle (UAV) based remote sensing has become a promising way in precision agriculture. Crop or plant segmentation from UAV images…”
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Vision-Based Point Cloud Processing Framework for High Throughput Phenotyping by Priyanka, Gattu, Shreeshan, S., Sankha Bhatterjee, Subhra, Rajalakshmi, P, Kholova, Jana

“…High throughput phenotyping is an emerging field that aims to bring rapid, non-invasive sensing technology in agriculture to accelerate the estimation of plant…”
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A step towards inter-operable Unmanned Aerial Vehicles (UAV) based phenotyping; A case study demonstrating a rapid, quantitative approach to standardize image acquisition and check quality of acquired images by Priyanka, Gattu, Choudhary, Sunita, Anbazhagan, Krithika, Naresh, Dharavath, Baddam, Rekha, Jarolimek, Jan, Parnandi, Yogesh, Rajalakshmi, P., Kholova, Jana

“…The Unmanned aerial vehicles (UAVs) - based imaging is being intensively explored for precise crop evaluation. Various optical sensors, such as RGB,…”
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Fully automated region of interest segmentation pipeline for UAV based RGB images by Sadashivan, Shreeshan, Bhattacherjee, Subhra S., Priyanka, Gattu, Pachamuthu, Rajalakshmi, Kholova, Jana

“…Unmanned Aerial Vehicles (UAVs) have exhibited its potential for efficient and non-invasive crop data acquisition in high throughput crop phenotyping. In…”
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Cloud based Low-Power Long-Range IoT Network for Soil Moisture monitoring in Agriculture by Bhattacherjee, Subhra Shankha, Shreeshan, S., Priyanka, Gattu, Jadhav, Akshay Ramesh, Rajalakshmi, P., Kholova, Jana

“…The intervention of sensors and wireless networks has transformed cliched agricultural practices. Internet of Things (IoT) has penetrated various verticals,…”
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UAV-based Digital Field Phenotyping for Crop Nitrogen Estimation using RGB Imagery by Patil, Suchitra M, Choudhary, Sunita, Kholova, Jana, Anbazhagan, Krithika, Parnandi, Yogesh, Gattu, Priyanka, Mallayee, Srikanth, KSVV, Prasad, Kumar, V Padma, Rajalakshmi, P, Chandramouli, Magesh, Adinarayana, J

“…Nitrogen (N) is one of the essential nutrients required for healthy crop growth. Field phenotyping for nitrogen stress symptoms is laborious and…”
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Efficient Processing Methodology for UAV Flight Path Detection by Bhattacherjee, Subhra S., Shreeshan, S., Priyanka, Gattu, Sankararao, Adduru U. G., Rajalakshmi, P.

“…Unmanned Areal Vehicle (UAV) based imagery is an emerging technology that has penetrated numerous verticals such as remote sensing, precision agriculture, land…”
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