I am a PhD student at Machine Vision Lab, IIT Roorkee, where I work under Prof. R. Balasubramanian in the field of Computer Vision and Deep Learning. My research interest includes Multimodal Human Activity Recognition using RGB, depth, sensor and infrared data.
|Javed Imran and Praveen Kumar. "Human action recognition using RGB-D sensor and deep convolutional neural networks." ICACCI (2016)|
|Pushpajit Khaire, Praveen Kumar and Javed Imran. "Combining CNN streams of RGB-D and skeletal data for human activity recognition." Pattern Recognition Letters 115 (2018): 107-116.|
|Javed Imran and Balasubramanian Raman. "Multimodal egocentric activity recognition using multi-stream CNN." ICVGIP (2018).|
|Javed Imran and Balasubramanian Raman. "Evaluating fusion of RGB-D and inertial sensors for multimodal human action recognition." Journal of Ambient Intelligence and Humanized Computing (2019): 1-20.|
|Javed Imran and Balasubramanian Raman. "Deep motion templates and extreme learning machine for sign language recognition." The Visual Computer (2019): 1-14.|
|Javed Imran and Balasubramanian Raman. "Deep residual infrared action recognition by integrating local and global spatio-temporal cues." Infrared Physics & Technology (2019).|
|Amitesh Singh Rajput, Balasubramanian Raman and Javed Imran. "Privacy-preserving human action recognition as a remote cloud service using RGB-D sensors and deep CNN." Expert Systems with Applications (2020).|
|Javed Imran, Balasubramanian Raman and Amitesh Singh Rajput. "Robust, efficient and privacy-preserving violent activity recognition in videos ." ACM SAC (2020).|
|Rahul Kumar, Ridhi Arora, Vipul Bansal, Vinodh J Sahayasheela, Himanshu Buckchash, Javed Imran, Narayanan Narayanan, Ganesh N Pandian and Balasubramanian Raman. "Accurate prediction of COVID-19 using chest X-ray images through deep feature learning model with SMOTE and machine learning classifiers." medRxiv (2020).|
Awards and Scholarships
- GATE 2014 and 2016 qualified.
- NET 2014 qualified.
- M.Tech Gold Medalist (9.8 CGPA)
- Senator of Student Gymkhana for M.Tech batch
- 4 years of teaching experience as a Computer Science faculty.