A Review on Animal Detection and Classification using Computer Vision Techniques: Scope for Future Enhancement to Application Balakrishna K, Dhanushree V Icrtec 2023 Proceedings IEEE International Conference on Recent Trends in Electronics and Communication Upcoming Technologies for Smart Systems, 2023 As the human population increases day by day and because of the leading lavish lifestyle, demand for space and resources grows between humans and wildlife animals. The interaction of humans and wildlife animals results in conflict, which leads to injuries, permanent disabilities and loss of life in humans and animals. In many cases, the result ends with the threat of declining or extinction of abundant species in the animals. Computer vision technology-related solution in animal detection and classification plays a critical role with the advantage of safety, inexpensive and convince adopting of the advanced algorithm. But still in the infancy of achieving the expected level of efficiency and performance of the model, also to adopt for real-time application. So here the authors give an immersive way of direction for future work to have real-time application by integrating computer vision technology with the Internet of Things (IoT) technology.
WSN, APSim, and communication model-based irrigation optimization for horticulture crops in real time Balakrishna K. Artificial Intelligence and Iot Based Technologies for Sustainable Farming and Smart Agriculture, 2021 The use of wireless sensor networks, the internet of things, and advanced technologies lead to new direction of research in the agriculture domain called prescriptive agriculture. Prescriptive agriculture is the enforcement of precision agriculture, which is observing, measuring, and responding to inter and intra field variability of farm field. In this chapter, the advent of wireless sensor network, APSim, and communication model spurred a new direction in the farming domain at optimizing irrigation. Sensors are programmed to collect the datasets of climatic parameters such as relative humidity and temperature, where the datasets were forwarded to the server through a GSM module. Datasets collected were analyzed through statistical software for grown crops by considering inter and intra farm field conditions. Finally, information on irrigation is decimated through an algorithm designed by way2SMS and WebHost server.
IoT based Class Attendance Monitoring System using RFID and GSM K Balakrishna, B R Ganesh Prasad, N D Dhanyashree, V Balaji, N M Krishna 2021 IEEE International Conference on Mobile Networks and Wireless Communications Icmnwc 2021, 2021 Nowadays most institutions follow a cumbersome method to monitor the attendance of the students manually. The manual method of calling the students and marking the status of it on the book is prolonged and insecure. This paper, designed a new paradigm of monitoring student’s attendance using Radio Frequency Identification (RFID) and Global System for Mobile (GSM) communication technology based on the Internet of Things (IoT). The proposed model consists of both hardware and software parts based on IoT technology. The hardware part consists of components like EM-19 RFID reader, RFID tags, and GSM module. The software part consists of Application Programming Interface (API) to send information instantly to the registered mobile phone. The proposed system works effectively decimating the information of student status to their respective parents/guardian and even authenticated person with valid credentials can access the database from the server from any place and time.
WSN-based information dissemination for optimizing irrigation through prescriptive farming Balakrishna K. International Journal of Agricultural and Environmental Information Systems, 2020 Prescriptive agriculture is the art of science utilizing modern technology to enhance productivity with optimizing inputs/cost. In this paper, the advent of wireless sensor network, APSim, and statistical software spurred a new direction in the farming domain at optimizing irrigation. Sensors are designed to collect the datasets of climatic parameters such as relative humidity and temperature, where the datasets were forwarded to the server through a GSM module. Datasets collected were analyzed through statistical software for grown crops by considering field soil conditions and evapotranspiration. Finally, information on irrigation is determined through an algorithm designed by way2SMS and WebHost server.
RECENT SCHOLAR PUBLICATIONS
AloT-Based Virtual FENSOR for Farm K Balakrishna, JJ Sakriyas, CV Prajwal, H Muralidhara Wireless Edge Computing in Internet of Everything: Proceedings of ICWCIE … , 2026 2026
with Future Scope HR Niveditha, K Balakrishna, S Anitha Proceedings of the First Artificial Intelligence Summit on Smart Sustainable … , 2024 2024
AIoT-Based Virtual FENSOR for Farm Field K Balakrishna, J Joy Sakriyas, CV Prajwal, H Muralidhara, ... International Conference on Wireless Communication and Internet of … , 2024 2024
Machine Learning-Based Cardiovascular Heart Disease Detection: A Review with Future Scope HR Niveditha, K Balakrishna, S Anitha International Conference summit on Artificial Intelligence, 125-135 , 2024 2024
Detection of wildlife animals based on transfer learning using ResNet algorithm V Dhanushree, K Balakrishna International Conference summit on Artificial Intelligence, 173-181 , 2024 2024 Citations: 1
A review on animal detection and classification using computer vision techniques: scope for future enhancement to application K Balakrishna, V Dhanushree 2023 International Conference on Recent Trends in Electronics and … , 2023 2023 Citations: 6
Design of remote monitored solar powered grasscutter robot with obstacle avoidance using IoT K Balakrishna, N Rajesh Global Transitions Proceedings 3 (1), 109-113 , 2022 2022 Citations: 30
Obstacle avoiding robotic vehicle with arduino and ultrasonic sensor K BalaKrishna, K Rachananjali, CHNN Rao International Journal of Health Sciences, 6888-6898 , 2022 2022 Citations: 3
Iot based class attendance monitoring system using rfid and gsm K Balakrishna, BRG Prasad, ND Dhanyashree, V Balaji, NM Krishna 2021 IEEE International Conference on Mobile Networks and Wireless … , 2021 2021 Citations: 8
Application of IOT and machine learning in crop protection against animal intrusion K Balakrishna, F Mohammed, CR Ullas, CM Hema, SK Sonakshi Global Transitions Proceedings 2 (2), 169-174 , 2021 2021 Citations: 97
Design of dynamic induction charging vehicle for glimpse of future: cutting down the need for high-capacity batteries and charging stations K Balakrishna, NG Sandesh Advances in VLSI, Signal Processing, Power Electronics, IoT, Communication … , 2021 2021 Citations: 7
WSN, APSim, and communication model-based irrigation optimization for horticulture crops in real time K Balakrishna Artificial intelligence and IoT-based technologies for sustainable farming … , 2021 2021 Citations: 13
WSN-based information dissemination for optimizing irrigation through prescriptive farming K Balakrishna International Journal of Agricultural and Environmental Information Systems … , 2020 2020 Citations: 21
Water Optimization and Crop Protrction System Using IoT DBK Navyashree H R, Abilash M INTERNATIONAL JOURNAL OF ENGINEERING RESEARCH & TECHNOLOGY (IJERT) IETE 2020 … , 2020 2020
An Efficient Water Optimization for Horticulture Crops using IoT DBK Bhoomika H P, Vinutha H INTERNATIONAL JOURNAL OF ENGINEERING RESEARCH & TECHNOLOGY (IJERT) IETE 2020 … , 2020 2020
Fusion approach-based horticulture plant diseases identification using image processing K Balakrishna Applications of advanced machine intelligence in computer vision and object … , 2020 2020 Citations: 17
Crop Recommendation System for Precision Agriculture SR Bharath Kumar R, Balakrishna K, Bency Celso A, Siddesha M International Journal of Computer Sciences and Engineering 7 (5), 1277-1282 , 2019 2019 Citations: 13
Classification of Organically and Inorganically grown Vegetables PDM Sheshagiri Jois, Balakrishna K, Deshika Pemmaiah, Srusti R L International Journal of Research in Electronics and Computer Engineering 7 … , 2019 2019
Blood Leakage analysis during Haemodialysis treatment using Image processing SJ Syeda Faria Javeed, Balakrishna K International Journal of Research in Electronics and Computer Engineering 7 … , 2019 2019
An Intelligent Water Management in Farming through the IoT VK 4. Balakrishna K, Aishwarya B T, Anjitha H S, Chaithra D International Journal of Research in Electronics and Computer Engineering 7 … , 2019 2019 Citations: 4
MOST CITED SCHOLAR PUBLICATIONS
Tomato plant leaves disease classification using KNN and PNN K Balakrishna, M Rao International Journal of Computer Vision and Image Processing (IJCVIP) 9 (1 … , 2019 2019 Citations: 99
Application of IOT and machine learning in crop protection against animal intrusion K Balakrishna, F Mohammed, CR Ullas, CM Hema, SK Sonakshi Global Transitions Proceedings 2 (2), 169-174 , 2021 2021 Citations: 97
Design of remote monitored solar powered grasscutter robot with obstacle avoidance using IoT K Balakrishna, N Rajesh Global Transitions Proceedings 3 (1), 109-113 , 2022 2022 Citations: 30
WSN-based information dissemination for optimizing irrigation through prescriptive farming K Balakrishna International Journal of Agricultural and Environmental Information Systems … , 2020 2020 Citations: 21
Fusion approach-based horticulture plant diseases identification using image processing K Balakrishna Applications of advanced machine intelligence in computer vision and object … , 2020 2020 Citations: 17
WSN, APSim, and communication model-based irrigation optimization for horticulture crops in real time K Balakrishna Artificial intelligence and IoT-based technologies for sustainable farming … , 2021 2021 Citations: 13
Crop Recommendation System for Precision Agriculture SR Bharath Kumar R, Balakrishna K, Bency Celso A, Siddesha M International Journal of Computer Sciences and Engineering 7 (5), 1277-1282 , 2019 2019 Citations: 13
SVM Based Plant Diseases Detection using Image Processing ABJ Balakrishna K, Bharath Kumar R, Shreyas M S, Sonu S, Anirudh H International Journal of Computer Sciences and Engineering 7 (5), 1263-1266 , 2019 2019 Citations: 12
A WSN Application to Optimize the Irrigation for Horticulture Crops in Real-time Using Climatic Parameters SKYH Balakrishna K, Mahesh Rao Journal of Advanced Research in Dynamical and Control Systems 10 (12), 199-207 , 2018 2018 Citations: 9
Iot based class attendance monitoring system using rfid and gsm K Balakrishna, BRG Prasad, ND Dhanyashree, V Balaji, NM Krishna 2021 IEEE International Conference on Mobile Networks and Wireless … , 2021 2021 Citations: 8
Design of dynamic induction charging vehicle for glimpse of future: cutting down the need for high-capacity batteries and charging stations K Balakrishna, NG Sandesh Advances in VLSI, Signal Processing, Power Electronics, IoT, Communication … , 2021 2021 Citations: 7
A review on animal detection and classification using computer vision techniques: scope for future enhancement to application K Balakrishna, V Dhanushree 2023 International Conference on Recent Trends in Electronics and … , 2023 2023 Citations: 6
Automatic testing of Soil Moisture, pH using Arduino and Selection of Specific Crop PL Balakrishna K, Mahesh Rao, Anupama K P, Chaitra B International Journal of Computer Sciences and Engineering 6 (6), 892-896 , 2018 2018 Citations: 6
An Intelligent Water Management in Farming through the IoT VK 4. Balakrishna K, Aishwarya B T, Anjitha H S, Chaithra D International Journal of Research in Electronics and Computer Engineering 7 … , 2019 2019 Citations: 4
Obstacle avoiding robotic vehicle with arduino and ultrasonic sensor K BalaKrishna, K Rachananjali, CHNN Rao International Journal of Health Sciences, 6888-6898 , 2022 2022 Citations: 3
Detection of wildlife animals based on transfer learning using ResNet algorithm V Dhanushree, K Balakrishna International Conference summit on Artificial Intelligence, 173-181 , 2024 2024 Citations: 1
Integrated Nutrient Management for Tomato Crop Based on Soil Analysis for Sustaining Soil Fertility and Reducing Environmental Impact MR Balakrishna K, SK YH International Journal of Computer Science Engineering 7 (4), 154-162 , 2018 2018 Citations: 1
AloT-Based Virtual FENSOR for Farm K Balakrishna, JJ Sakriyas, CV Prajwal, H Muralidhara Wireless Edge Computing in Internet of Everything: Proceedings of ICWCIE … , 2026 2026
with Future Scope HR Niveditha, K Balakrishna, S Anitha Proceedings of the First Artificial Intelligence Summit on Smart Sustainable … , 2024 2024
AIoT-Based Virtual FENSOR for Farm Field K Balakrishna, J Joy Sakriyas, CV Prajwal, H Muralidhara, ... International Conference on Wireless Communication and Internet of … , 2024 2024
