- Computer Vision
- Medical Image Processing
- Video Analysis
- Applications of Machine/Deep Learning
Experience top of the world living and learning at SRM University-AP
+91-863-2343000
080-6988-6999 (admissions)
Email: admissions@srmap.edu.in
SRM University-AP, Neerukonda,
Mangalagiri Mandal, Guntur District, Andhra Pradesh - 522240
- July 2024 – June 2025, Visiting Assistant Professor, Data Science, Krea University, SIAS, Sri City, India
- Feb 2023 – Oct 2023, Teaching Fellow, CS, Krea University, SIAS, Sri City, India
- Jan 2016 – Aug 2019, Assistant Professor, CSE, Lakireddy Bali Reddy College of Engineering, Mylavaram, India
- May 2015 – Jan 2016, Assistant Professor, CSE, DVR & Dr. HS MIC College of Technology, Kanchikacharla, India
- Aug 2011 – Oct 2012, Java Developer, Ventech, Hyderabad, India
- Video Anomaly Detection - Detecting unusual or abnormal events in video sequences using spatio-temporal patterns.
- Future Frame Prediction - Predicting upcoming frames in a video based on preceding visual context.
- Image / Frame / Video Classification - Classifying visual content into categories using deep learning techniques.
- Object Detection and Localization - Identifying and locating objects within images or video frames.
- Image Segmentation - Dividing images into pixel-wise segments to highlight regions of interest.
- Video Analysis - Extracting insights from video data to understand scenes, actions, or behaviors.
- 2017 & 2018, “Outstanding performance in Global IPD” award, CISCO Networking Academy.
- Cisco certified CCNA R&S Instructor
- ISTE Life membership
- IAENG membership
- SigNet-TAM: Indian Sign Language Recognition with ResNet50-BiLSTM and Temporal Attention Mechanism – Abraham Vellaiparambil Jose, Aditya Pal, Vaibhav Prajapati, Rangachary K, Mrinmoy Ghorai, Himangshu Sarma – Computer Graphics International 2025 (Accepted, recommended to Virtual Reality & Intelligent Hardware journal)
- Alphanumeric Fingerspelling: A New Large-Scale Dataset and Comparative Analysis of Methods for Indian Sign Language – Aditya Pal, Abraham Vellaiparambil Jose, Rangachary Kommanduri, Himangshu Sarma, Mrinmoy Ghorai – Computer Graphics International 2025 (Accepted)
- STAD-AI: Spatio-Temporal Anomaly Detection in Videos with Attentive Dual-Stage Integration – Kommanduri Rangachary, Mrinmoy Ghorai – Neurocomputing, 2025. DOI: 10.1016/j.neucom.2025.129817
- DAST-Net: Dense Visual Attention Augmented Spatio-Temporal Network for Unsupervised Video Anomaly Detection – Kommanduri Rangachary, Mrinmoy Ghorai – Neurocomputing, 2024. DOI: 10.1016/j.neucom.2024.127444
- Anomaly Detection in Video Surveillance: A Supervised Inception Encoder Approach – Kommanduri Rangachary, Mrinmoy Ghorai – Multimedia Tools and Applications, 2024. DOI: 10.1007/s11042-024-18604-2
- Bi-READ: Bi-Residual AutoEncoder Based Feature Enhancement for Video Anomaly Detection – Kommanduri Rangachary, Mrinmoy Ghorai – Journal of Visual Communication and Image Representation, 95 (2023). DOI: 10.1016/j.jvcir.2023.103860
- A Supervised Approach for Efficient Video Anomaly Detection Using Transfer Learning – Kommanduri Rangachary, Mrinmoy Ghorai – International Conference on Pattern Recognition and Machine Intelligence, Springer, 2023. DOI: 10.1007/978-3-031-45170-6_22
- IoT Based Vehicle (Car) Theft Detection – Kommaraju, Kommanduri Rangachary, Lingeswararao, Sravanthi, Srivalli – Image Processing and Capsule Networks: ICIPCN 2020, Springer, 2021. DOI: 10.1007/978-3-030-51859-2_56
- Customized Colour Based Pattern Locking – Rangachary, Haripriya, Sindhu, Malleswara Rao – Journal of Applied Science and Computations, Vol. 6, Issue 4, April 2019. DOI: 16.10089.JASC.2018.V6I4.453459.150010695
- Insider Attack Detection System (IADS) in MANETs – Kommanduri Rangachary, S. Naganjaneyulu – International Journal of Advanced Research in Computer and Communication Engineering, Vol. 4, Issue 6, June 2015. DOI: 10.17148/IJARCCE.2015.4662
- Enhanced Semantic-Driven Anomaly Detection: A Multi-Class Strategy for Video Data – Kommanduri Rangachary, Mrinmoy Ghorai – 9th International Conference on Computer Vision & Image Processing (Accepted)
- Channel-Attentive Transfer Learning Ensemble for Multi-Class Anomaly Detection in Videos – Kommanduri Rangachary, Mrinmoy Ghorai – (Under Decision)
- DMFT-VAD: Dual-path Meta Fusion Transformer for Video Anomaly Detection– Kommanduri Rangachary, Mrinmoy Ghorai – (Under Review)
- E-mail id: rangachary.k@srmap.edu.in