Durga Prasad Bavirisetti
About
Durga Prasad Bavirisetti is a researcher specializing in machine learning, deep learning, and computer vision. He earned a Ph.D. in Signal and Image Processing from VIT in 2016 and completed postdoctoral research at Shanghai Jiao Tong University. Bavirisetti also worked as an algorithm expert at the innovation center of the Alibaba Group of companies and was a visiting researcher at UBC Okanagan and the University of Warsaw. He is currently a postdoctoral researcher at NTNU, Norway, and a research scientist at the Department of Mobility at SINTEF Industries, working on machine vision for autonomous driving.
Research
Project: MCSINC - Machine Sensible Infrastructure under Nordic Conditions
Role: Full-time Researcher
Description: Utilizing our research platform for Autonomous Driving (AD), which includes a vehicle equipped with AD capabilities, we aim to gain insights into the performance of CAVs in the Nordic region.
Our objectives include exploring how roads and maintenance practices should be adjusted to better accommodate CAVs. To thoroughly investigate this, we will focus on the automatic generation of high-definition (HD) maps and the development and evaluation of state-of-the-art AI vision-based localization algorithms on public roads. By collecting and analyzing data, we can assess the performance of CAVs in harsh, realistic Nordic conditions. This approach will contribute to increased knowledge and benefits in AD development for relevant national stakeholders, such as road authorities.
Publications
A Multi-Task Vision Transformer for Segmentation and Monocular Depth Estimation for Autonomous Vehicles
Simulated RGB and LiDAR Image-based Training of Object Detection Models in the Context of Autonomous Driving
QT-UNet: A self-supervised self-querying all-transformer U-Net for 3D segmentation
A Pole Detection and Geospatial Localization Framework using LiDAR-GNSS Data Fusion
2024
-
Bavirisetti, Durga Prasad;
Kiss, Gabriel Hanssen;
Lindseth, Frank.
(2024)
A Pole Detection and Geospatial Localization Framework using LiDAR-GNSS Data Fusion.
2020 IEEE 23rd International Conference on Information Fusion (FUSION)
Academic article
-
Nitya Harshitha, Harshitha;
Prabu, M.;
Suganya, E.;
Sountharrajan, S.;
Bavirisetti, Durga Prasad;
Gadde, Navya.
(2024)
ProTect: a hybrid deep learning model for proactive detection of cyberbullying on social media.
Frontiers in Artificial Intelligence
Academic article
-
Hammer Haversen, Andreas;
Bavirisetti, Durga Prasad;
Kiss, Gabriel Hanssen;
Lindseth, Frank.
(2024)
QT-UNet: A Self-Supervised Self-Querying All-Transformer U-Net for 3D Segmentation.
IEEE Access
Academic article
-
Nivaashini, M.;
Suganya, E.;
Sountharrajan, S.;
Prabu, M.;
Bavirisetti, Durga Prasad.
(2024)
FEDDBN-IDS: federated deep belief network-based wireless network intrusion detection system.
EURASIP Journal on Information Security
Academic article
-
Sonai, Veeramani;
Bharathi, Indira;
Uchimucthu, Muthaiah;
Sountharrajan, S.;
Bavirisetti, Durga Prasad.
(2024)
CTLA: Compressed Table Look up Algorithm for Open Flow Switch.
IEEE Open Journal of the Computer Society (OJ-CS)
Academic article
-
Sonavane, Sonali Mahendra;
Prashantha, G.R.;
Nikam, Pranjali Deepak;
A V R, Mayuri;
Chauhan, Jyoti;
S, Sountharrajan.
(2024)
Optimizing QoS and security in agriculture IoT deployments: A bioinspired Q-learning model with customized shards.
Heliyon
Academic article
-
Xiong, Jinxin;
Liu, Gang;
Tang, Haojie;
Gu, Xinjie;
Bavirisetti, Durga Prasad.
(2024)
SeGFusion: A semantic saliency guided infrared and visible image fusion method.
Infrared physics & technology
Academic article
2023
-
Wang, Dawei;
Liu, Gang;
Bavirisetti, Durga Prasad;
Xiao, Tiantian;
Yang, Yejun.
(2023)
FFSCore-LSTM: An enhanced LSTM-based camera relocalization networks via front feature smoothing core.
Measurement
Academic article
-
Xie, Yuning;
Liu, Gang;
Xu, Rui;
Bavirisetti, Durga Prasad;
Tang, Haojie;
Xing, Mengliang.
(2023)
R2F-UGCGAN: a regional fusion factor-based union gradient and contrast generative adversarial network for infrared and visible image fusion.
Journal of Modern Optics
Academic article
-
Li, Yonghua;
Liu, Gang;
Bavirisetti, Durga Prasad;
Gu, Xinjie;
Zhou, Xihong.
(2023)
Infrared-visible image fusion method based on sparse and prior joint saliency detection and LatLRR-FPDE.
Digital signal processing (Print)
Academic article
-
Zhang, Xiangbo;
Liu, Gang;
Huang, Lei;
Ren, Qin;
Bavirisetti, Durga Prasad.
(2023)
IVOMFuse: An image fusion method based on infrared-to-visible object mapping.
Digital signal processing (Print)
Academic article
-
Reddy, K. Rasool;
Batchu, Raj Kumar;
Polinati, Srinivasu;
Bavirisetti, Durga Prasad.
(2023)
Design of a medical decision-supporting system for the identification of brain tumors using entropy-based thresholding and non-local texture features.
Frontiers in Human Neuroscience
Academic article
-
Soundararajan, Rajasoundaran;
Stanislaus, Prince Mary;
Ramasamy, Senthil Ganesh;
Dhabliya, Dharmesh;
Deshpande, Vivek;
Sehar, Sountharrajan.
(2023)
Multi-Channel Assessment Policies for Energy-Efficient Data Transmission in Wireless Underground Sensor Networks.
Energies
Academic article
-
Hemrajani, Prashant;
Dhaka, Vijaypal Singh;
Rani, Geeta;
Shukla, Praveen;
Bavirisetti, Durga Prasad.
(2023)
Efficient Deep Learning Based Hybrid Model to Detect Obstructive Sleep Apnea.
Sensors
Academic article
-
Luo, Donghua;
Liu, Gang;
Bavirisetti, Durga Prasad;
Cao, Yisheng.
(2023)
Infrared and visible image fusion based on VPDE model and VGG network.
Applied intelligence (Boston)
Academic article
-
Cao, Yisheng;
Liu, Gang;
Luo, Donghua;
Bavirisetti, Durga Prasad;
Xiao, Gang.
(2023)
Multi-timescale photovoltaic power forecasting using an improved Stacking ensemble algorithm based LSTM-Informer model.
Energy
Academic article
-
Radha, K.;
Yepuganti, Karuna;
Saritha, Saladi;
Kamireddy, Chinmayee;
Bavirisetti, Durga Prasad.
(2023)
Unfolded deep kernel estimation-attention UNet-based retinal image segmentation.
Scientific Reports
Academic article
-
Rathee, Geetanjali;
Maheswar, Rajagopal;
Sehar, Sountharrajan;
Bavirisetti, Durga Prasad.
(2023)
Towards reliable IoT communication and robust security: investigating trusted schemes in the internet of medical things using blockchain.
Scientific Reports
Academic article
-
Cao, Yisheng;
Liu, Gang;
Sun, Jian;
Bavirisetti, Durga Prasad;
Xiao, Gang.
(2023)
PSO-Stacking improved ensemble model for campus building energy consumption forecasting based on priority feature selection.
Journal of Building Engineering
Academic article
-
Bavirisetti, Durga Prasad;
Martinsen, Herman Ryen;
Kiss, Gabriel Hanssen;
Lindseth, Frank.
(2023)
A Multi-Task Vision Transformer for Segmentation and Monocular Depth Estimation for Autonomous Vehicles.
IEEE Open Journal of Intelligent Transportation Systems
Academic article
-
Subha, S.;
Sankaralingam, Baghavathi Priya;
Gurusamy, Anitha;
Sehar, Sountharrajan;
Bavirisetti, Durga Prasad.
(2023)
Personalization-based deep hybrid E-learning model for online course recommendation system.
PeerJ Computer Science
Academic article
-
Wang, Xiao;
Liu, Gang;
Tang, Lili;
Bavirisetti, Durga Prasad;
Xiao, Gang.
(2023)
ICWGAN-GP: an image fusion method based on infrared compensator and wasserstein generative adversarial network with gradient penalty.
Applied intelligence (Boston)
Academic article
-
Lepcha, Dawa Chyophel;
Dogra, Ayush;
Goyal, Bhawna;
Goyal, Vishal;
Kukreja, Vinay;
Bavirisetti, Durga Prasad.
(2023)
A constructive non-local means algorithm for low-dose computed tomography denoising with morphological residual processing.
PLOS ONE
Academic article
-
Sankarananth, S.;
Karthiga, M.;
Suganya, E.;
Sountharrajan, S.;
Bavirisetti, Durga Prasad.
(2023)
AI-enabled metaheuristic optimization for predictive management of renewable energy production in smart grids.
Energy Reports
Academic article
-
Bavirisetti, Durga Prasad;
Brobak, Eskild;
Espen, Peder Hanch-Hansen;
Kiss, Gabriel Hanssen;
Lindseth, Frank.
(2023)
Simulated RGB and LiDAR Image based Training of Object Detection Models in the Context of Autonomous Driving.
NIKT: Norsk IKT-konferanse for forskning og utdanning
Academic article
-
Liu, Gang;
Liu, Yang;
Tang, Lili;
Bavirisetti, Durga Prasad;
Wang, Xiao.
(2023)
A Generative Adversarial Network for infrared and visible image fusion using adaptive dense generator and Markovian discriminator.
Optik
Academic article
2022
-
Xu, Rui;
Liu, Gang;
Xie, Yuning;
Bavirisetti, Durga Prasad;
Qian, Yao;
Xing, Mengliang.
(2022)
Multiscale feature pyramid network based on activity level weight selection for infrared and visible image fusion.
Optical Society of America. Journal A: Optics, Image Science, and Vision (JOSA A)
Academic article
-
Tang, Haojie;
Liu, Gang;
Tang, Lili;
Bavirisetti, Durga Prasad;
Wang, Jiebang.
(2022)
MdedFusion: A multi-level detail enhancement decomposition method for infrared and visible image fusion.
Infrared physics & technology
Academic article
-
Peng, Yao;
Liu, Gang;
Xu, Xiang;
Bavirisetti, Durga Prasad;
Gu, Xinjie;
Zhang, Xiangbo.
(2022)
MFDetection: A highly generalized object detection network unified with multilevel heterogeneous image fusion.
Optik
Academic article
Journal publications
-
Bavirisetti, Durga Prasad;
Kiss, Gabriel Hanssen;
Lindseth, Frank.
(2024)
A Pole Detection and Geospatial Localization Framework using LiDAR-GNSS Data Fusion.
2020 IEEE 23rd International Conference on Information Fusion (FUSION)
Academic article
-
Nitya Harshitha, Harshitha;
Prabu, M.;
Suganya, E.;
Sountharrajan, S.;
Bavirisetti, Durga Prasad;
Gadde, Navya.
(2024)
ProTect: a hybrid deep learning model for proactive detection of cyberbullying on social media.
Frontiers in Artificial Intelligence
Academic article
-
Hammer Haversen, Andreas;
Bavirisetti, Durga Prasad;
Kiss, Gabriel Hanssen;
Lindseth, Frank.
(2024)
QT-UNet: A Self-Supervised Self-Querying All-Transformer U-Net for 3D Segmentation.
IEEE Access
Academic article
-
Nivaashini, M.;
Suganya, E.;
Sountharrajan, S.;
Prabu, M.;
Bavirisetti, Durga Prasad.
(2024)
FEDDBN-IDS: federated deep belief network-based wireless network intrusion detection system.
EURASIP Journal on Information Security
Academic article
-
Sonai, Veeramani;
Bharathi, Indira;
Uchimucthu, Muthaiah;
Sountharrajan, S.;
Bavirisetti, Durga Prasad.
(2024)
CTLA: Compressed Table Look up Algorithm for Open Flow Switch.
IEEE Open Journal of the Computer Society (OJ-CS)
Academic article
-
Sonavane, Sonali Mahendra;
Prashantha, G.R.;
Nikam, Pranjali Deepak;
A V R, Mayuri;
Chauhan, Jyoti;
S, Sountharrajan.
(2024)
Optimizing QoS and security in agriculture IoT deployments: A bioinspired Q-learning model with customized shards.
Heliyon
Academic article
-
Xiong, Jinxin;
Liu, Gang;
Tang, Haojie;
Gu, Xinjie;
Bavirisetti, Durga Prasad.
(2024)
SeGFusion: A semantic saliency guided infrared and visible image fusion method.
Infrared physics & technology
Academic article
-
Wang, Dawei;
Liu, Gang;
Bavirisetti, Durga Prasad;
Xiao, Tiantian;
Yang, Yejun.
(2023)
FFSCore-LSTM: An enhanced LSTM-based camera relocalization networks via front feature smoothing core.
Measurement
Academic article
-
Xie, Yuning;
Liu, Gang;
Xu, Rui;
Bavirisetti, Durga Prasad;
Tang, Haojie;
Xing, Mengliang.
(2023)
R2F-UGCGAN: a regional fusion factor-based union gradient and contrast generative adversarial network for infrared and visible image fusion.
Journal of Modern Optics
Academic article
-
Li, Yonghua;
Liu, Gang;
Bavirisetti, Durga Prasad;
Gu, Xinjie;
Zhou, Xihong.
(2023)
Infrared-visible image fusion method based on sparse and prior joint saliency detection and LatLRR-FPDE.
Digital signal processing (Print)
Academic article
-
Zhang, Xiangbo;
Liu, Gang;
Huang, Lei;
Ren, Qin;
Bavirisetti, Durga Prasad.
(2023)
IVOMFuse: An image fusion method based on infrared-to-visible object mapping.
Digital signal processing (Print)
Academic article
-
Reddy, K. Rasool;
Batchu, Raj Kumar;
Polinati, Srinivasu;
Bavirisetti, Durga Prasad.
(2023)
Design of a medical decision-supporting system for the identification of brain tumors using entropy-based thresholding and non-local texture features.
Frontiers in Human Neuroscience
Academic article
-
Soundararajan, Rajasoundaran;
Stanislaus, Prince Mary;
Ramasamy, Senthil Ganesh;
Dhabliya, Dharmesh;
Deshpande, Vivek;
Sehar, Sountharrajan.
(2023)
Multi-Channel Assessment Policies for Energy-Efficient Data Transmission in Wireless Underground Sensor Networks.
Energies
Academic article
-
Hemrajani, Prashant;
Dhaka, Vijaypal Singh;
Rani, Geeta;
Shukla, Praveen;
Bavirisetti, Durga Prasad.
(2023)
Efficient Deep Learning Based Hybrid Model to Detect Obstructive Sleep Apnea.
Sensors
Academic article
-
Luo, Donghua;
Liu, Gang;
Bavirisetti, Durga Prasad;
Cao, Yisheng.
(2023)
Infrared and visible image fusion based on VPDE model and VGG network.
Applied intelligence (Boston)
Academic article
-
Cao, Yisheng;
Liu, Gang;
Luo, Donghua;
Bavirisetti, Durga Prasad;
Xiao, Gang.
(2023)
Multi-timescale photovoltaic power forecasting using an improved Stacking ensemble algorithm based LSTM-Informer model.
Energy
Academic article
-
Radha, K.;
Yepuganti, Karuna;
Saritha, Saladi;
Kamireddy, Chinmayee;
Bavirisetti, Durga Prasad.
(2023)
Unfolded deep kernel estimation-attention UNet-based retinal image segmentation.
Scientific Reports
Academic article
-
Rathee, Geetanjali;
Maheswar, Rajagopal;
Sehar, Sountharrajan;
Bavirisetti, Durga Prasad.
(2023)
Towards reliable IoT communication and robust security: investigating trusted schemes in the internet of medical things using blockchain.
Scientific Reports
Academic article
-
Cao, Yisheng;
Liu, Gang;
Sun, Jian;
Bavirisetti, Durga Prasad;
Xiao, Gang.
(2023)
PSO-Stacking improved ensemble model for campus building energy consumption forecasting based on priority feature selection.
Journal of Building Engineering
Academic article
-
Bavirisetti, Durga Prasad;
Martinsen, Herman Ryen;
Kiss, Gabriel Hanssen;
Lindseth, Frank.
(2023)
A Multi-Task Vision Transformer for Segmentation and Monocular Depth Estimation for Autonomous Vehicles.
IEEE Open Journal of Intelligent Transportation Systems
Academic article
-
Subha, S.;
Sankaralingam, Baghavathi Priya;
Gurusamy, Anitha;
Sehar, Sountharrajan;
Bavirisetti, Durga Prasad.
(2023)
Personalization-based deep hybrid E-learning model for online course recommendation system.
PeerJ Computer Science
Academic article
-
Wang, Xiao;
Liu, Gang;
Tang, Lili;
Bavirisetti, Durga Prasad;
Xiao, Gang.
(2023)
ICWGAN-GP: an image fusion method based on infrared compensator and wasserstein generative adversarial network with gradient penalty.
Applied intelligence (Boston)
Academic article
-
Lepcha, Dawa Chyophel;
Dogra, Ayush;
Goyal, Bhawna;
Goyal, Vishal;
Kukreja, Vinay;
Bavirisetti, Durga Prasad.
(2023)
A constructive non-local means algorithm for low-dose computed tomography denoising with morphological residual processing.
PLOS ONE
Academic article
-
Sankarananth, S.;
Karthiga, M.;
Suganya, E.;
Sountharrajan, S.;
Bavirisetti, Durga Prasad.
(2023)
AI-enabled metaheuristic optimization for predictive management of renewable energy production in smart grids.
Energy Reports
Academic article
-
Bavirisetti, Durga Prasad;
Brobak, Eskild;
Espen, Peder Hanch-Hansen;
Kiss, Gabriel Hanssen;
Lindseth, Frank.
(2023)
Simulated RGB and LiDAR Image based Training of Object Detection Models in the Context of Autonomous Driving.
NIKT: Norsk IKT-konferanse for forskning og utdanning
Academic article
-
Liu, Gang;
Liu, Yang;
Tang, Lili;
Bavirisetti, Durga Prasad;
Wang, Xiao.
(2023)
A Generative Adversarial Network for infrared and visible image fusion using adaptive dense generator and Markovian discriminator.
Optik
Academic article
-
Xu, Rui;
Liu, Gang;
Xie, Yuning;
Bavirisetti, Durga Prasad;
Qian, Yao;
Xing, Mengliang.
(2022)
Multiscale feature pyramid network based on activity level weight selection for infrared and visible image fusion.
Optical Society of America. Journal A: Optics, Image Science, and Vision (JOSA A)
Academic article
-
Tang, Haojie;
Liu, Gang;
Tang, Lili;
Bavirisetti, Durga Prasad;
Wang, Jiebang.
(2022)
MdedFusion: A multi-level detail enhancement decomposition method for infrared and visible image fusion.
Infrared physics & technology
Academic article
-
Peng, Yao;
Liu, Gang;
Xu, Xiang;
Bavirisetti, Durga Prasad;
Gu, Xinjie;
Zhang, Xiangbo.
(2022)
MFDetection: A highly generalized object detection network unified with multilevel heterogeneous image fusion.
Optik
Academic article