Research Output 1996 2020

2020

Automated fundus image quality assessment and segmentation of optic disc using convolutional neural networks

Bhatkalkar, B., Joshi, A., Prabhu, S. & Bhandary, S., 01-01-2020, In : International Journal of Electrical and Computer Engineering. 10, 1, p. 816-827 12 p.

Research output: Contribution to journalArticle

Image quality
Optics
Neural networks
Reaction injection molding
Visibility
2019

A Comparative Study to find an Effective Image Segmentation Technique using Clustering to obtain the Defective Portion of an Apple

Mhapne, N. V., Harish, S. V., Kini, A. S. & Narendra, V. G., 01-04-2019, 2019 International Conference on Automation, Computational and Technology Management, ICACTM 2019. Institute of Electrical and Electronics Engineers Inc., p. 304-309 6 p. 8776751. (2019 International Conference on Automation, Computational and Technology Management, ICACTM 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Apple
fruits
Fruit
Fruits
Image segmentation

Adaptive best mother wavelet based compressive sensing algorithm for energy efficient ecg signal compression in WBAN node

Kunabeva, R., Manjunatha, P. & Narendra, V. G., 01-08-2019, In : International Journal of Innovative Technology and Exploring Engineering. 8, 10, p. 685-692 8 p.

Research output: Contribution to journalArticle

Open Access
Electrocardiography
Energy utilization
Decomposition
Recovery
Monitoring

Adaptive downlink packet scheduling in LTE networks based on queue monitoring

Adesh, N. D. & Renuka, A., 01-08-2019, In : Wireless Networks. p. 1-18 18 p.

Research output: Contribution to journalArticle

Scheduling
Throughput
Resource allocation
Monitoring
Quality of service

Adaptive Receiver-Window Adjustment for Delay Reduction in LTE Networks

Adesh, N. D. & Renuka, A., 01-01-2019, In : Journal of Computer Networks and Communications. 2019, 3645717.

Research output: Contribution to journalArticle

Open Access
Base stations
Throughput
Experiments

A parallel algorithm to hide an image in an image for secured steganography

Kini, N. G., Gautam & Kini, V. G., 01-01-2019, Studies in Computational Intelligence. Springer Verlag, p. 585-594 10 p. (Studies in Computational Intelligence; vol. 771).

Research output: Chapter in Book/Report/Conference proceedingChapter

Steganography
Parallel algorithms
Parallel programming
Security of data
Parallel processing systems
2 Citations (Scopus)

A Peer to Peer Money Transfer Using SHA256 and Merkle Tree

Dhumwad, S., Sukhadeve, M., Naik, C., Kn, M. & Prabhu, S., 15-04-2019, Proceedings - 23rd Annual Conference on Advanced Computing and Communications, ADCOM 2017. Institute of Electrical and Electronics Engineers Inc., p. 40-43 4 p. 8691933. (Proceedings - 23rd Annual Conference on Advanced Computing and Communications, ADCOM 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Peer to peer networks
Miners
Network protocols
Peer to peer

A Review of Application of Computer-vision for Quality Grading of Food Products

Shetty, D. K., Acharya, U. D., Malarout, N., Gopakumar, R. & Prajual, P. J., 01-04-2019, 2019 International Conference on Automation, Computational and Technology Management, ICACTM 2019. Institute of Electrical and Electronics Engineers Inc., p. 297-303 7 p. 8776763. (2019 International Conference on Automation, Computational and Technology Management, ICACTM 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Grading
computer vision
food
Computer Vision
Computer vision
2 Citations (Scopus)

A secured steganography algorithm for hiding an image in an image

Kini, N. G., Kini, V. G. & Gautam, 01-01-2019, Studies in Computational Intelligence. Springer Verlag, p. 539-546 8 p. (Studies in Computational Intelligence; vol. 771).

Research output: Chapter in Book/Report/Conference proceedingChapter

Steganography
Security of data
Cryptography
Signal to noise ratio
Color
Reinforcement learning
Cognitive radio
Ad hoc networks
Autonomous agents
Routing protocols
1 Citation (Scopus)

Automated detection of melanocytes related pigmented skin lesions: A clinical framework

Pathan, S., Gopalakrishna Prabhu, K. & Siddalingaswamy, P. C., 01-05-2019, In : Biomedical Signal Processing and Control. 51, p. 59-72 14 p.

Research output: Contribution to journalArticle

Melanocytes
Skin
Melanoma
Classifiers
Morbidity

Avoiding queue overflow and reducing queuing delay at eNodeB in LTE networks using congestion feedback mechanism

N.D., A. & A., R., 15-10-2019, In : Computer Communications. 146, p. 131-143 13 p.

Research output: Contribution to journalArticle

Flow control
Feedback
Network layers
Throughput

Calculation of area and perimeter of guntur and byadagi chilli images-a fourier transformation

Shetty, D. K., Acharya, D. U., Prajual, P. J., Malarout, N. & Narendra, V. G. U., 01-09-2019, In : International Journal of Recent Technology and Engineering. 8, 3, p. 4816-4819 4 p.

Research output: Contribution to journalArticle

Open Access
Vegetables
Odors
Fruits
Computer vision
Profitability

Cluster based architecture for Cognitive Radio Network

Ramachandran, M., Venkatarama, H. S. & Hebbar, S., 01-01-2019, In : Journal of Computer Science. 15, 1, p. 10-26 17 p.

Research output: Contribution to journalArticle

Cognitive radio
Telecommunication networks
Multicasting
Disasters

Data residency as a service: A secure mechanism for storing data in the cloud

Rao, K. R. & Nayak, A., 01-01-2019, In : International Journal of Embedded Systems. 11, 4, p. 397-418 22 p.

Research output: Contribution to journalArticle

Data as a service (DaaS)
Data privacy
Finite automata
Automation
Data storage equipment

Design of a blind quantization-based audio watermarking scheme using singular value decomposition

Bhat K, V., Das, A. K. & Lee, J. H., 01-01-2019, (Accepted/In press) In : Concurrency Computation. e5253.

Research output: Contribution to journalArticle

Audio Watermarking
Audio watermarking
Watermark
Singular value decomposition
Quantization

Development and validation of functional based grading for macular diseases

Asjad Nabeel, P., Ve, R. S., Siddalingaswamy, P. C., Murari, S., Ray, A., Bhat, S. & Madeswaran, G., 01-01-2019, In : Journal of Computational Methods in Sciences and Engineering. 19, 2, p. 533-540 8 p.

Research output: Contribution to journalArticle

Grading
Degeneration
Developing countries
Screening
Monitoring

Development of real time analytics of movies review data using PySpark

Aithal, P. K., Dinesh Acharya, U. & Geetha, M., 01-03-2019, In : International Journal of Recent Technology and Engineering. 7, 6, p. 497-500 4 p.

Research output: Contribution to journalArticle

Electric sparks
Movies
Hadoop
Incentives
Language

Development of real time analytics of movies review data using PySpark

Aithal, P. K., Dinesh Acharya, U. & Geetha, M., 01-01-2019, In : International Journal of Recent Technology and Engineering. 7, 5, p. 542-545 4 p.

Research output: Contribution to journalReview article

Electric sparks
Movies
Hadoop
Incentives
Language
Computed Tomographic Colonography
Polyps
Colon
Software
Air

Identifying Significant Macroeconomic Indicators for Indian Stock Markets

Aithal, P. K., Acharya Dinesh, U. & Geetha, M., 01-01-2019, In : IEEE Access. 7, p. 143829-143840 12 p., 8859186.

Research output: Contribution to journalArticle

Open Access
Principal component analysis
Neural networks
Financial markets

Implementing and testing of IoT technology in agriculture

Maha Kavya Sri, J., Narendra, V. G. & Pai, V., 01-03-2019, In : International Journal of Recent Technology and Engineering. 7, 6, p. 848-852 5 p.

Research output: Contribution to journalArticle

Agriculture
Testing
Network protocols
Gateways (computer networks)
HTTP

Improving the performance of MANETs to suit for IoT-based applications

Balachandra, M. & Prema, K. V., 01-01-2019, In : International Journal of Networking and Virtual Organisations. 21, 2, p. 187-200 14 p.

Research output: Contribution to journalArticle

Mobile ad hoc networks
Routing protocols
Military applications
Disasters
Recovery

Intelligent computer vision system for vegetables and fruits quality inspection using soft computing techniques

Narendra, V. G. & Gundad, A. V., 01-10-2019, In : Agricultural Engineering International: CIGR Journal. 21, 3, p. 171-178 8 p.

Research output: Contribution to journalArticle

computer techniques
Soft computing
computer vision
Vegetables
Fruits
1 Citation (Scopus)

Light-weight hashing method for user authentication in Internet-of-Things

Rao, V. & Prema, K. V., 01-06-2019, In : Ad Hoc Networks. 89, p. 97-106 10 p.

Research output: Contribution to journalArticle

Authentication
Electronic document identification systems
Internet
Servers
Energy utilization

Melanoma Detection in Dermoscopic Images using Color Features

Pathan, S., Aggarwal, V., Gopalakrishna Prabhu, K. & Siddalingaswamy, P. C., 01-03-2019, In : Biomedical and Pharmacology Journal. 12, 1, p. 107-115 9 p.

Research output: Contribution to journalArticle

Open Access
Melanoma
Color
Melanins
Dermis
Epidermis

MIT manipal at ImageCLef 2019 visual question answering in medical domain

Thanki, A. & Makkithaya, K., 01-01-2019, In : CEUR Workshop Proceedings. 2380

Research output: Contribution to journalConference article

Deep learning
1 Citation (Scopus)

New gossiping protocol for routing data in sensor networks for precision agriculture

Sneha, K., Kamath, R., Balachandra, M. & Prabhu, S., 01-01-2019, Soft Computing and Signal Processing - Proceedings of ICSCSP 2018. Wang, J., Mohana Reddy, G. R., Reddy, V. S. & Prasad, V. K. (eds.). Springer Verlag, p. 139-152 14 p. (Advances in Intelligent Systems and Computing; vol. 898).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Agriculture
Sensor networks
Network protocols
Sensors
Energy utilization

No-reference fundus image quality assessment using convolutional neural network

Bhatkalkar, B. J., Reddy, D. R., Dasu, V. A., Raykar, A., Prabhu, S., Bhandary, S. & Hegde, G., 01-04-2019, In : International Journal of Recent Technology and Engineering. 7, 6, p. 663-667 5 p.

Research output: Contribution to journalArticle

Image quality
Neural networks
Lighting
Medical imaging
Quality assessment

Optimizing neural networks for medical data sets: A case study on neonatal apnea prediction

Shirwaikar, R. D., Acharya U, D., Makkithaya, K., M, S., Srivastava, S. & Lewis U, L. E. S., 01-07-2019, In : Artificial Intelligence in Medicine. 98, p. 59-76 18 p.

Research output: Contribution to journalArticle

Apnea
Neural Networks (Computer)
Neural networks
Decision Trees
Multilayer neural networks

Python-based fuzzy classifier for cashew kernels

Tomar, S. S. & Narendra, V. G., 01-01-2019, Soft Computing for Problem Solving - SocProS 2017. Bansal, J. C., Nagar, A., Ojha, A. K., Das, K. N. & Deep, K. (eds.). Springer Verlag, p. 365-374 10 p. (Advances in Intelligent Systems and Computing; vol. 816).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fuzzy logic
Classifiers
MATLAB

QoS aware routing in body-to-body network for emergency medical care: Issues and challenges

Olivia, D., Nayak, A. & Balachandra, M., 01-01-2019, In : International Journal of Wireless and Mobile Computing. 17, 2, p. 115-127 13 p.

Research output: Contribution to journalArticle

Health care
Disasters
Quality of service
Communication systems
Sports

RAD-EI: A routing attack detection scheme for edge-based Internet of Things environment

Wazid, M., Reshma Dsouza, P., Das, A. K., Bhat K, V., Kumar, N. & Rodrigues, J. J. P. C., 01-10-2019, In : International Journal of Communication Systems. 32, 15, e4024.

Research output: Contribution to journalArticle

Critical infrastructures
Smart sensors
Communication
Intrusion detection
Internet of things

Raspberry Pi as Visual Sensor Nodes in Precision Agriculture: A Study

Kamath, R., Balachandra, M. & Prabhu, S., 01-01-2019, In : IEEE Access. 7, p. 45110-45122 13 p., 8684829.

Research output: Contribution to journalArticle

Open Access
Sensor nodes
Agriculture
Crops
Base stations
Wireless sensor networks

Review on Network Intrusion Detection Techniques using Machine Learning

Shashank, K. & Balachandra, M., 25-03-2019, 2018 IEEE Distributed Computing, VLSI, Electrical Circuits and Robotics, DISCOVER 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 104-109 6 p. 8673974. (2018 IEEE Distributed Computing, VLSI, Electrical Circuits and Robotics, DISCOVER 2018 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Network security
Intrusion detection
Computer networks
Learning systems
Managers

Secured image transmission in medical imaging applications—A survey

Prabhu, P. & Manjunath, K. N., 01-01-2019, Lecture Notes in Computational Vision and Biomechanics. Springer Netherlands, p. 125-133 9 p. (Lecture Notes in Computational Vision and Biomechanics; vol. 31).

Research output: Chapter in Book/Report/Conference proceedingChapter

Image communication systems
Medical imaging
Picture archiving and communication systems
Radiology
Computer workstations

Secured transmission of medical images in radiology using AES technique

Prabhu, P. & Manjunath, K. N., 01-01-2019, Lecture Notes in Computational Vision and Biomechanics. Springer Netherlands, p. 103-112 10 p. (Lecture Notes in Computational Vision and Biomechanics; vol. 31).

Research output: Chapter in Book/Report/Conference proceedingChapter

Radiology
Medical imaging
Cryptography
Tumors
Brain

Security of Medical Big Data Images using Decoy Technique

Bhargavi, U. S., Gundibail, S., Manjunath, K. N. & Renuka, A., 01-04-2019, 2019 International Conference on Automation, Computational and Technology Management, ICACTM 2019. Institute of Electrical and Electronics Engineers Inc., p. 310-314 5 p. 8776696. (2019 International Conference on Automation, Computational and Technology Management, ICACTM 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

decoys
Radiology
intrusion
radiology
Healthcare
2018
1 Citation (Scopus)
Genetic algorithms
Proteins
Conformations
Protein folding
Heuristic algorithms
1 Citation (Scopus)

A cost-effective test bed for a computer vision system

Shetty, D. K., Acharya, D., Narendra, V. G. U. & Namesh, M., 01-01-2018, In : Journal of Advanced Research in Dynamical and Control Systems. 10, 13 Special Issue, p. 2464-2469 6 p.

Research output: Contribution to journalArticle

Computer vision
Costs
Experiments
7 Citations (Scopus)

A methodological approach to classify typical and atypical pigment network patterns for melanoma diagnosis

Pathan, S., Prabhu, K. G. & Siddalingaswamy, P. C., 01-07-2018, In : Biomedical Signal Processing and Control. 44, p. 25-37 13 p.

Research output: Contribution to journalArticle

Masks
Pigments
Melanoma
Sensitivity and Specificity
Gabor filters
1 Citation (Scopus)

An effective method for preventing SQL injection attack and session hijacking

D'silva, K., Vanajakshi, J., Manjunath, K. N. & Prabhu, S., 12-01-2018, RTEICT 2017 - 2nd IEEE International Conference on Recent Trends in Electronics, Information and Communication Technology, Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 697-701 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

air piracy
query languages
Query languages
Query Language
attack
1 Citation (Scopus)

An Efficient Approach to Optimize Wear Behavior of Cryogenic Milling Process of SS316 Using Regression Analysis and Particle Swarm Techniques

Karthik Rao, M. C., Malghan, R. L., ArunKumar, S., Rao, S. S. & Herbert, M. A., 30-01-2018, (Accepted/In press) In : Transactions of the Indian Institute of Metals. 72, 1, p. 191-204 14 p.

Research output: Contribution to journalArticle

Regression analysis
Cryogenics
Wear of materials
Particle swarm optimization (PSO)
Milling (machining)

An intelligent classification model for peanut's varieties by color and texture features

Narendra, V. G. & Kini, A. S., 01-01-2018, In : International Journal of Engineering and Technology(UAE). 7, 2.27 Special Issue 27, p. 250-254 5 p.

Research output: Contribution to journalArticle

Color
Textures
Multilayer neural networks
Computer vision
Neural Networks (Computer)

An optimized parallel algorithm for exact string matching using message passing interface

Shetty, S., Rao, B. D. & Prabhu, S., 01-01-2018, Applications and Techniques in Information Security - 9th International Conference, ATIS 2018, Proceedings. Chen, Q., Wu, J., Zhang, S., Yuan, C., Batten, L. & Li, G. (eds.). Springer Verlag, p. 129-135 7 p. (Communications in Computer and Information Science; vol. 950).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data Partitioning
String Matching
Message Passing Interface
Message passing
Caching
1 Citation (Scopus)

A novel approach to human gesture recognition

Shahi, B., Goyal, M., Prema, K. V. & Reddy, N. V. S., 11-05-2018, Proceedings of the 2017 International Conference On Smart Technology for Smart Nation, SmartTechCon 2017. Institute of Electrical and Electronics Engineers Inc., p. 109-115 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Gesture recognition
Gabor filters
Human computer interaction
Detectors
Filter

A Novel Framework for Ab Initio Coarse Protein Structure Prediction

Dubey, S. P., Balaji, S., Kini, N. G. & Kumar, M. S., 20-06-2018, In : Advances in Bioinformatics. 2018, 7607384.

Research output: Contribution to journalArticle

Proteins
Conformations
Benchmarking
Protein Databases
Protein Conformation

A pixel processing approach for retinal vessel extraction using modified Gabor functions

Pathan, S., Siddalingaswamy, P. C. & Prabhu, K. G., 01-03-2018, In : Progress in Artificial Intelligence. 7, 1

Research output: Contribution to journalArticle

Pixels
Processing
Image analysis
Mathematical operators
Image processing
2 Citations (Scopus)

Applications nature aware virtual machine provisioning in cloud

Achar, R. & Thilagam, P. S., 01-01-2018, In : International Journal of Ad Hoc and Ubiquitous Computing. 27, 2, p. 93-107 15 p.

Research output: Contribution to journalArticle

Degradation
Virtual machine
Servers
Simulators
Genetic algorithms
5 Citations (Scopus)

A review of protein structure prediction using lattice model

Dubey, S. P. N., Kini, N. G., Balaji, S. & Kumar, M. S., 01-01-2018, In : Critical Reviews in Biomedical Engineering. 46, 2, p. 147-162 16 p.

Research output: Contribution to journalReview article

Proteins
Potential energy functions
Combinatorial optimization
Computational methods
Free energy