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Below, you’ll find my publications organized by publication type and year. For questions on any specific publication, feel free to message me, and I will respond as soon as possible.
Below, you’ll find my publications organized by publication type and year. For questions on any specific publication, feel free to message me, and I will respond as soon as possible.
Publications
Publications
2023
2023
Distributed Deep Learning with Data Parallelism for Diabetic Retinopathy Classification
SS Patil, MS Patil, S Chickerur, S Giraddi, SN Shahapur, A Hadalageri
International Conference on Smart Trends in Computing and Communications, 49-60
Effective deep learning data augmentation techniques for diabetic retinopathy classification
MS Patil, S Chickerur, C Abhimalya, A Naik, N Kumari, S Maurya
Procedia Computer Science 218, 1156-1165
An Investigation into Power Aware Aspects of Rendering 3D Models on Multi-Core Processors
G Konnurmath, S Chickerur
Procedia Computer Science 218, 887-898
MS Patil, S Chickerur
Procedia Computer Science 218, 2253-2263
2022
2022
KMM Rajashekharaiah, S Chickerur, G Hegde, SL Bhat, SA Sali
International Advanced Computing Conference, 85-98
An Explainable AI-Based Skin Disease Detection
GS Ballari, S Giraddi, S Chickerur, S Kanakareddi
ICT Infrastructure and Computing: Proceedings of ICT4SD 2022, 287-295
Lightweight Convolution Neural Network for Diabetic Retinopathy Grading
S Giraddi, S Chickerur, MS Patil, S Kanakaraddi, V Giraddi
2022 IEEE 2nd Mysore Sub Section International Conference (MysuruCon), 1-5
Open-source Hardware: Different Approaches to Softcore implementation
S Hiremath, S Chickerur, J Dandin, M Patil, B Muddinkoppa, S Adakoli
2022 International Conference on Distributed Computing, VLSI, Electrical …
Glaucoma Diagnosis: Handcrafted Features Versus Deep Learning
S Giraddi, S Mugdha, S Kanakaraddi, S Chickerur
Mobile Computing and Sustainable Informatics: Proceedings of ICMCSI 2022 …
Performance Analysis of Distributed Deep Learning using Horovod for Image Classification
RM Rakshith, V Lokur, P Hongal, V Janamatti, S Chickerur
2022 6th International Conference on Intelligent Computing and Control …
Teaching Microcontrollers - using Arduino as a Platform
VGSC A. Nayak, N. Hiremath, U. F. M
IEEE Global Engineering Education Conference (EDUCON), 941-945
Design and Implementation of Edge Detection Algorithms Using FPGA
PNS Chickerur
SoCPaR 2021, LNNS 417, 563–572
Transfer Learning Using Variational Quantum Circuit
R Karur Mudugal Mathad, A Saurabh, A Mishra, S Jain, P Kumar, ...
Advanced Computing: 11th International Conference, IACC 2021, Msida, Malta …
Quantum Generative Adversarial Networks
S Chickerur, V Kumbargeri
Data Intelligence and Cognitive Informatics: Proceedings of ICDICI 2021, 59-72
Pipeline Parallelism in Distributed Deep Learning for Diabetic Retinopathy Classification
SA Patil, MS Patil, S Giraddi, S Chickerur, VM Boormane, G Gamanagatti
Procedia Computer Science 215, 393-402
2021
2021
I Bidari, S Chickerur, A Kulkarni, A Mahajan, A Nikkam, THM Abhishek
2021 International Conference on Industrial Electronics Research and …
Hybrid Convolutional Neural Network with Change Detection on Hyperspectral Imagery
I Bidari, S Chickerur, THM Abhishek
2021 International Conference on Industrial Electronics Research and …
A Convolutional Neural Network Based Approach for Computational Fluid Dynamics
S Chickerur, P Ashish
2021 Second International Conference on Smart Technologies in Computing …
Power-Aware Characteristics of Matrix Operations on Multicores
G Konnurmath, S Chickerur
Applied Artificial Intelligence 35 (15), 2102-2123
Change Detection and Classification using Hyperspectral Imagery
I Bidari, S Chickerur, A Kulkarni, A Mahajan, A Nikkam, S Akella
2021 2nd International Conference on Range Technology (ICORT), 1-6
Deep hyperparameter transfer learning for diabetic retinopathy classification
M Patil, S Chickerur, V BAKALE, S GIRADDI, V ROODAGI, Y KULKARNI
Turkish Journal of Electrical Engineering and Computer Sciences 29 (8), 2824 …
A quantum machine learning classifier model for diabetes
V Kumbargeri, N Sinha, S Chickerur
Innovative Data Communication Technologies and Application: Proceedings of …
Grading Retinopathy of Prematurity with Feedforward Network
S Giraddi, S Chickerur, N Annigeri
Proceedings of the 11th International Conference on Soft Computing and …
2020
2020
A Study on Detecting Stress using Facial Expressions, Emotions and Body Parameters
S Chickerur, AM Hunashimore
2020 12th International Conference on Computational Intelligence and …
Performance Analysis of Change Detection Algorithms on Multispectral Imagery
I Bidari, S Chickerur, RM Talikoti, SS Kapali, S Talawar, S Sangam
2020 12th International Conference on Computational Intelligence and …
Steady flow approximation using capsule neural networks
AU Kurtakoti, S Chickerur
2020 IEEE Sixth International Conference on Multimedia Big Data (BigMM), 257-261
Hyperspectral imagery classification using deep learning
I Bidari, S Chickerur, H Ranmale, S Talawar, H Ramadurg, R Talikoti
2020 Fourth World Conference on Smart Trends in Systems, Security and …
Indoor navigation with deep reinforcement learning
VA Bakale, YK VS, VC Roodagi, YN Kulkarni, MS Patil, S Chickerur
2020 International Conference on Inventive Computation Technologies (ICICT …
A Performance Study of Moving Particle Semi-Implicit Method for Incompressible Fluid Flow on GPU
KV Kataraki, S Chickerur
International Journal of Distributed Systems and Technologies (IJDST) 11 (1 …
2019
2019
LSTM Based Lip Reading Approach for Devanagiri Script
MS Patil, S Chickerur, A Meti, PM Nabapure, S Mahindrakar, S Naik, ...
Ediciones Universidad de Salamanca (España)
Movie Frame Prediction Using Convolutional Long Short Term Memory
P Sambrekar, S Chickerur
2019 2nd International Conference on Intelligent Computing, Instrumentation …
Analysis of instance segmentation using mask-rcnn
AS Paste, S Chickerur
2019 2nd International Conference on Intelligent Computing, Instrumentation …
High Performance Parallel Computing
S Chickerur
BoD–Books on Demand
Estimating change detection of forest area using satellite imagery
G Katarki, H Ranmale, I Bidari, S Chickerur
2019 International Conference on Data Science and Communication (IconDSC), 1-8
Introductory Chapter: High Performance Parallel Computing
S Chickerur
High Performance Parallel Computing
LSTM Based Lip Reading Approach for Devanagiri Script
S Chickerur, MS Patil, M Anand, PM Nabapure, S Mahindrakar, N Sonali, ...
ADCAIJ: Advances in Distributed Computing and Artificial Intelligence …
2018
2018
Performance analysis of MySQL, Apache Spark on CPU and GPU
B Grandhi, S Chickerur, MS Patil
2018 3rd IEEE International Conference on Recent Trends in Electronics …
Forecasting the Demand of Agricultural Crops/Commodity Using Business Intelligence Framework
S Chickerur, S Sharma, PM Narayankar
Encyclopedia of Information Science and Technology, Fourth Edition, 847-861
Parallelization of Protein Clustering Algorithm Using OpenMP
D Dhar, L Hegde, MS Patil, S Chickerur
Advances in Computing and Data Sciences: Second International Conference …
2017
2017
Deep learning framework for scene based indoor location recognition
A Hanni, S Chickerur, I Bidari
2017 International Conference on Technological Advancements in Power and …
Programmer Productivity Analyzer Tool
S Patil, S Salimath, V Naik, R Nandi, MS Patil, I Bidari, S Chickerur
2017 IEEE International Conference on Computational Intelligence and …
Combining RGB and depth images for indoor scene classification using deep learning
K Pujar, S Chickerur, MS Patil
2017 IEEE International Conference on Computational Intelligence and …
2016
2016
O Shabalina, S Chickerur
Recent Patents on Computer Science 9 (2), 104-104
Game-based technologies in teaching programming in higher education: Theory and practices
P Mozelius, F Tomos, O Shabalina, C Miller, C Malliarakis, O C Balan, ...
Recent Patents on Computer Science 9 (2), 105-113
Performance Comparison of MySQL Cluster and Apache Spark for Big Data Applications
I Bidari, K Sindhooja, S Chickerur
International Journal of Software Engineering and Its Applications 10 (6 …
2015
2015
S Chickerur, A Goudar, A Kinnerkar
2015 8th International Conference on Advanced Software Engineering & Its …
S Chickerur
2015 8th International Conference on u-and e-Service, Science and Technology …
S Chickerur, K Joshi
British Journal of Educational Technology 46 (5), 1028-1037
Parallel scale invariant feature transform based approach for facial expression recognition
S Chickerur, T Reddy, O Shabalina
Communications in Computer and Information Science 535, 621-636
2014
2014
A Parallel Video Frame Segmentation Approach on Multicore Processors
B Bagewadi, C Jatti, R Koregaonkar, S Somasagara, S Chickerur, ...
international Journal of Control and Automation 7 (7), 325-332
LOW-LEVEL API AGNOSTIC RENDERING INTERFACEFOR BRIDGING OPENGL AND DIRECT3D
V Shakaev, O Shabalina, V Kamaev, S Chickerur
Инновационные информационные технологии, 243-252
S Chickerur, DMK Rayudu, S Hiriyannaiah, O Shabalina
Knowledge-Based Software Engineering: 11th Joint Conference, JCKBSE 2014 …
Parallelizing Video Frame Segmentation using Region Growing Technique on Multi-Core Processors
B Bagewadi, C Jatti, R Koregaonkar, S Somasagara, S Chickerur
2013
2013
Performance comparison of relational database with object database (db4o)
KE Roopak, KSS Rao, S Ritesh, S Chickerur
2013 5th International Conference and Computational Intelligence and …
Rational Value Sequence based Singular Value Decomposition for facial recognition
GI Shidaganti, S Chickerur
2013 International Conference on Advances in Computing, Communications and …
Parallel Rendering Mechanism for Graphics Programming on Multicore Processors
S Chickerur, S Dalal, S Sharma
International Journal of Grid and High Performance Computing (IJGHPC) 5 (1 …
S Chickerur, O Shabalina
Advanced Science and Technology Letters. Education 36, 63-66
2012
2012
Reconfigurable Computing: A Review
S Chickerur, S Hiriyannaiah, D MK Rayudu, A Kumar M
Recent Patents on Computer Science 5 (3), 226-237
S Chickerur
Increasing Student Engagement and Retention Using Social Technologies 6, 159-178
2011
2011
S Chickerur, MA Kumar
Software Engineering, Business Continuity, and Education: International …
Color Image Restoration Using Neural Network Model.
S Chickerur, MA Kumar
J. Univers. Comput. Sci. 17 (1), 107-125
2010
2010
Image Restoration: Past, Present and Future
S Chickerur, A Kumar M
Recent Patents on Computer Science 3 (2), 108-126
A Neural Network Based Solution to Color Image Restoration Problem
S Chickerur, M Aswatha Kumar
Information and Communication Technologies: International Conference, ICT …
2009
2009
A Biologically Inspired Filter For Image Restoration
S Chickerur, AM Kumar
International Journal of Recent Trends in Engineering 2 (2), 135
2008
2008
A Robust Cluster Based Approach for Image Restoration
S Chickerur
2008 Congress on Image and Signal Processing 1, 370-374
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