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Recognition of Bloom/Yield in Crop Images Using Deep Learning Models for Smart Agriculture: A Review

Bini Darwin, Pamela Dharmaraj, Shajin Prince, Daniela Elena Popescu, Duraisamy Jude Hemanth
2021 Agronomy  
The automation in image analysis with computer vision and deep learning models provides precise field and yield maps.  ...  This work highlights the machine vision and deep learning models which need to be explored for improving automated precision farming expressly during this pandemic.  ...  The InceptionV3 model assists as a conventional image feature extractor to classify fruit and background pixels in an image.  ... 
doi:10.3390/agronomy11040646 fatcat:n3ru7ggspvgixlcu24meshbax4

Table of Contents

2021 2021 Second International Conference on Electronics and Sustainable Communication Systems (ICESC)  
Rushi Kiran Kumar 1176 Graph Neural Network (GNN) in Image and Video Understanding using Deep Learning for Computer Vision Applications Pradhyumna P, Shreya G P, Mohana 1183 201 Mammogram Image Segmentation  ...  Intelligent Manufacturing based on Internet Lulu Wang 875 149 A Systematic AR based ATM Model to Enhance Security and Safety P.  ... 
doi:10.1109/icesc51422.2021.9532954 fatcat:hmdzwq5zdfbtpah7rnrofkdygi

Contents

2019 2019 PhotonIcs & Electromagnetics Research Symposium - Spring (PIERS-Spring)  
for Obstacle Avoidance, Tripwire Detection, and Subsurface Radar Image Correction on a Robotic Vehicle for the Detection and Discrimination of Landmines . . . . . . . . . . . . . . . . . . . . . . .  ...  . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1301 . . 1287 Raman Spectroscopy for Biomedical Applications: From Label-free Cancer Cell Sorting to Imaging . . .1292 -field  ... 
doi:10.1109/piers-spring46901.2019.9017748 fatcat:lmmr7cnm7nelbbz3f6arofik4q

A Synergy of Innovative Technologies towards Implementing an Autonomous DIY Electric Vehicle for Harvester-Assisting Purposes

Dimitrios Loukatos, Evangelos Petrongonas, Kostas Manes, Ioannis-Vasileios Kyrtopoulos, Vasileios Dimou, Konstantinos G. Arvanitis
2021 Machines  
Quite inexpensive GPS and IMU units, assisted by hardware-accelerated machine vision, speech recognition and networking techniques can assure the fluent operation of a prototype vehicle exhibiting elementary  ...  This work describes exactly the steps for designing, implementing and testing a small autonomous electric vehicle, able to follow the farmer during the harvesting activities and to carry the fruits/vegetables  ...  Acknowledgments: The authors would like to thank the students of the Dept. of Natural Resources Management & Agricultural Engineering of the Agricultural University of Athens, Greece, for their assistance  ... 
doi:10.3390/machines9040082 fatcat:5feksgvadbh6pbrjo24jbhpd6u

Papers by Title

2019 2019 IEEE International Conference on Consumer Electronics - Taiwan (ICCE-TW)  
the Web-based Diagnostic Multimedia Test Developing Cause-Effect Relational Evaluation Model to Approach Alarm Management System Development and Implementation of Solar-Assisted Electric Bicycle with GPS  ...  using Smart Technology Study on the application of deep learning to the prediction of disaster prevention literacy in technical high school civil engineering department Study on the Computer Vision of  ... 
doi:10.1109/icce-tw46550.2019.8991721 fatcat:62376ymadzge3g5xomicr5tesq

Table of Contents

2019 2019 2nd International Conference on Intelligent Computing, Instrumentation and Control Technologies (ICICICT)  
Image or Video Contrast Enhancement and Performace Analysis using Image Decomposition based Technique 578-583 88. 262 Abhijeet M. , Dharmadhikari, H.T.Jadhav Single Phase Load Balancing in a  ...  Application ofMulti-Stage Filtering and Multi- Layer Model in the Context of Dark and Non uniformly Illuminated Images 615-620 95. 272 Sudhir C.  ... 
doi:10.1109/icicict46008.2019.8993164 fatcat:2dqqs6g7u5bcxemzh6ivyyhavq

IEEE Access Special Section Editorial: Mission-Critical Sensors and Sensor Networks (MC-SSN)

Qilian Liang, Tariq S. Durrani, Jinhwan Koh, Jing Liang, Yonghui Li, Xin Wang
2021 IEEE Access  
The response to the Call for Papers was overwhelming, with 216 articles submitted from worldwide. During the review  ...  Advances in technologies that capitalize on the benefits of the MC-SSN have to assist humans in making effective use of this massive, complex, confusing, and potentially deceptive ocean of information  ...  The article ''Image enhancement via indented frame over fusion,'' by Zhang et al., promotes an image enhancement method and is dedicated to reduce the adverse effects of blurred images on vision systems  ... 
doi:10.1109/access.2021.3068830 fatcat:mcmdtikg2vfqvokgu7pnm6xofq

ICECA 2020 TOC

2020 2020 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA)  
John Aravindhar 210 Intelligent Prescription Reader: A Smart Health Tracking Application Diganta Baishya, Pradip K Das, Dipsikha Phukan Study of Emotion Recognition Models for Socially Aware Robots and  ...  Rajender 209 Designing and Implementation of Voice Assisted Smart Glasses for Visually Impaired People Using Google Vision API P. Selvi Rajendran, Padmaveni Krishnan, D.  ... 
doi:10.1109/iceca49313.2020.9297417 fatcat:u35bireaknf5zljg2czdn2yaiu

Image analysis and computer vision: 1988

Azriel Rosenfeld
1989 Computer Vision Graphics and Image Processing  
Riseman, Three-dimensional grouping and information fusion for site modeling from aerial images, IUW, 479-490. 533. E. Riseman, H. Schultz, W.J. Lim, B. Draper, and A.  ...  Giannakis, Image modeling using inverse filtering criteria with application to textures, T-IP 5, 1996, 938-949. 1300. R. Sriran, J.M. Francos, and W.A.  ... 
doi:10.1016/0734-189x(89)90169-2 fatcat:k5bqqodhxrbphojemwwtkyr34a

Image analysis and computer vision: 1987

Azriel Rosenfeld
1988 Computer Vision Graphics and Image Processing  
Riseman, Three-dimensional grouping and information fusion for site modeling from aerial images, IUW, 479-490. 533. E. Riseman, H. Schultz, W.J. Lim, B. Draper, and A.  ...  Giannakis, Image modeling using inverse filtering criteria with application to textures, T-IP 5, 1996, 938-949. 1300. R. Sriran, J.M. Francos, and W.A.  ... 
doi:10.1016/0734-189x(88)90166-1 fatcat:p2qqg5n3jffx7lxhwerkonae2y

Image analysis and computer vision: 1989

Azriel Rosenfeld
1990 Computer Vision Graphics and Image Processing  
Riseman, Three-dimensional grouping and information fusion for site modeling from aerial images, IUW, 479-490. 533. E. Riseman, H. Schultz, W.J. Lim, B. Draper, and A.  ...  Giannakis, Image modeling using inverse filtering criteria with application to textures, T-IP 5, 1996, 938-949. 1300. R. Sriran, J.M. Francos, and W.A.  ... 
doi:10.1016/0734-189x(90)90041-s fatcat:kbokji22xfg2pbacwvjli55nwy

Precision Positioning for Smart Logistics Using Ultra-Wideband Technology-Based Indoor Navigation: A Review

Mahmoud Elsanhoury, Petteri Makela, Janne Koljonen, Petri Valisuo, Ahm Shamsuzzoha, Timo Mantere, Mohammed Elmusrati, Heidi Kuusniemi
2022 IEEE Access  
In addition, UWB is characterised by large bandwidth and data rate, short message length, low transmission power and high penetration capability, which are all favourable for indoor positioning applications  ...  In addition to going through more conventional solutions to UWB challenges, modern solutions, which involve the use of machine learning and sensor data fusion, are discussed.  ...  Medical applications include monitoring of patients in hospitals and healthcare centres, localisation of crucial medical equipment and enabling navigation for medical robotic assistants [10] .  ... 
doi:10.1109/access.2022.3169267 fatcat:7a2pf56bdvg2th3veljcoruuxu

Image Analysis and Computer Vision: 1998

Azriel Rosenfeld
1999 Computer Vision and Image Understanding  
Riseman, Three-dimensional grouping and information fusion for site modeling from aerial images, IUW, 479-490. 533. E. Riseman, H. Schultz, W.J. Lim, B. Draper, and A.  ...  Giannakis, Image modeling using inverse filtering criteria with application to textures, T-IP 5, 1996, 938-949. 1300. R. Sriran, J.M. Francos, and W.A.  ... 
doi:10.1006/cviu.1999.0746 fatcat:d34qnwc4hvejzj6cqqdatg4vq4

Image Analysis and Computer Vision: 1995

Azriel Rosenfeld
1996 Computer Vision and Image Understanding  
Riseman, Three-dimensional grouping and information fusion for site modeling from aerial images, IUW, 479-490. 533. E. Riseman, H. Schultz, W.J. Lim, B. Draper, and A.  ...  Giannakis, Image modeling using inverse filtering criteria with application to textures, T-IP 5, 1996, 938-949. 1300. R. Sriran, J.M. Francos, and W.A.  ... 
doi:10.1006/cviu.1996.0041 fatcat:45k24ghhqrhpdgjmqd3whcn2fe

Image Analysis and Computer Vision: 1996

Azriel Rosenfeld
1997 Computer Vision and Image Understanding  
Riseman, Three-dimensional grouping and information fusion for site modeling from aerial images, IUW, 479-490. 533. E. Riseman, H. Schultz, W.J. Lim, B. Draper, and A.  ...  Giannakis, Image modeling using inverse filtering criteria with application to textures, T-IP 5, 1996, 938-949. 1300. R. Sriran, J.M. Francos, and W.A.  ... 
doi:10.1006/cviu.1997.0602 fatcat:h4bc2zwjbjhvvjei6bl4h4pfvy
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