PUBLICATIONS


Journal Papers


  1. Tej Singh, Dinesh Kumar Vishwakarma "A Deeply Coupled ConvNet for Human Activity Recognition using Dynamic and RGB Images", Neural Computing and Applications, Vol. xx, No. x, pp. xx-xx, 2020, (Pub: Springer). Impact Factor: 4.664

  2. Ashima Yadav, Dinesh Kumar Vishwakarma "A Deep Learning Architecture of RA-DLNet for Visual Sentiment Analysis", Multimedia Systems, Vol. xx, No. x, pp. xx-xx, 2020, (Pub: Springer). Impact Factor: 1.956

  3. Ashima Yadav, Dinesh Kumar Vishwakarma "A Comparative Study on Bio-Inspired Algorithms for Sentiment Analysis", Cluster Computing, Vol. xx, No. x, pp. xx-xx, 2020, (Pub: Springer Nature). Impact Factor: 1.851

  4. Chhavi Dhiman, Dinesh Kumar Vishwakarma "View-invariant Deep Architecture for Human Action Recognition using Two-stream Motion and Shape Temporal Dynamics", IEEE Transactions on Image Processing, Vol. 29, pp. 3835-3844, 2020. Impact Factor: 6.79

  5. Dinesh Kumar Vishwakarma "A Two-fold Transformation Model for Human Action Recognition using Decisive Pose", Cognitive Systems Research, Vol.61, pp. 1-13, June 2020. Impact Factor: 1.384, (Pub: Elsevier)

  6. Ashima Yadav, Dinesh Kumar Vishwakarma "Sentiment Analysis using Deep Learning Architectures: A Review", Artificial Intelligence Review, Vol. xx, No. xx, pp. xxxx-xxxx, 2019. Impact Factor: 5.095 (Pub: Springer Nature, Nature Publishing Group).

  7. Priyanka Meel, Dinesh Kumar Vishwakarma, "Fake News, Rumour, Information Pollution in Social Media and Web: A Contemporary Survey of State-of-the-arts, Challenges and Opportunities" Expert Systems with Applications, Vol. xx, No. xx, pp. xxxx-xxxx, 2019. Impact Factor: 4.295. (Pub.: Elsevier).

  8. K. Singh, S. Rajora, Dinesh Kumar Vishwakarma, G. Tripathi, S. Kumar, G.S. Walia "Crowd Anomaly Detection using Aggregation of Ensembles of Fine-Tuned ConvNets", Neurocomputing, 2019. Impact Factor: 4.072, (Pub: Elsevier)

  9. Dinesh Kumar Vishwakarma, D. Varshney, A. Yadav, "Detection and Veracity analysis of Fake News via Scrapping and Authenticating the Web Search", Cognitive Systems Research, 58, pp. 217-229, 2019. Impact Factor: 1.384, (Pub: Elsevier)

  10. Dinesh Kumar Vishwakarma, T. Singh, "A Visual Cognizance Based Multi-Resolution Descriptor for Human Action Recognition using Key Pose", International Journal of Electronics and Communications, Vol. 107, pp. 513-521, 2019. Impact Factor: 2.853, (Pub: Elsevier)

  11. C. Dhiman, Dinesh Kumar Vishwakarma, "A Robust Framework for Abnormal Human Action Recognition using R-Transform and Zernike Moments in Depth Videos", IEEE Sensors Journal, Vol. 19, No. 13, pp. 5195 - 5203, 2019. Impact Factor: 3.076

  12. C. Dhiman, Dinesh Kumar Vishwakarma "A review of state-of-the-art techniques of Abnormal Human Activity Recognition", Engineering Applications of Artificial Intelligence, Vol. 77, pp. 21-45. 2019. Impact Factor: 3.526 (Pub: Elsevier).

  13. T. Singh, Dinesh Kumar Vishwakarma "Video Benchmarks of Human Action Datasets: A Review", Artificial Intelligence Review, Vol. 52, No. 2, pp. 1107–1154, 2019. Impact Factor: 5.095 (Pub: Springer Nature, Nature Publishing Group).

  14. Dinesh Kumar Vishwakarma, S. Upadhyay, "A Deep Structure of Person Re-Identification using Multi-Level Gaussian Models", IEEE Transactions on Multi-Scale Computing Systems, Vol. 4, No. 4, pp. 513-521, 2018 Cite Score: 4.03.

  15. H. Aggarwal, Dinesh Kumar Vishwakarma "Covariate conscious approach for Gait recognition based upon Zernike moment invariants", IEEE Transactions on Cognitive and Development Systems, Vol. 10, No. 2, pp. 397-407, 2018. DOI:10.1109/TCDS.2017.2658674. Impact Factor: 2.755.

  16. Dinesh Kumar Vishwakarma, C. Dhiman, "A unified model for human activity recognition using spatial distribution of gradients and difference of Gaussian kernel" The Visual Computers, 2018. Impact Factor: 1.415 (Pub.: Springer Nature).

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  17. G. Tripathi, K. Singh, Dinesh Kumar Vishwakarma, "Convolutional neural networks for crowd behaviour analysis: a survey" The Visual Computers, Vol. 35, No. 5, pp. 753-776, May 2019. Impact Factor: 1.415 (Pub.: Springer Nature).

  18. Dinesh Kumar Vishwakarma and K. Singh, "Human Activity Recognition Based on Spatial Distribution of Gradients at Sublevels of Average Energy Silhouette Images," in IEEE Transactions on Cognitive and Developmental Systems, vol. 9, no. 4, pp. 316-327, Dec. 2017. DOI: 10.1109/TCDS.2016.2577044 Impact Factor: 2.755.

  19. K. Singh, Dinesh Kumar Vishwakarma, G.S. Walia, "Blind image deblurring via gradient orientation based clustered coupled sparse dictionary", Pattern Analysis and Applications, pp. 1-10, 2017. Impact Factor: 1.410.(Pub.: Springer)

  20. Kuldeep Singh, Dinesh Kumar Vishwakarma, G.S. Walia, R. Kapoor "Contrast enhancement via texture region based histogram equalization", Journal of Modern Optics, Vol.63, No. 15, pp. 1444-1450, 2016. Impact Factor: 1.657, DOI: 10.1080/09500340.2016.1154194 (Pub.: Taylor & Francis).

  21. Dinesh Kumar Vishwakarma, R. Kapoor, A. Dhiman "A unified framework for human activity recognition: An approach using spatial edge distribution and ℜ-Transform", International Journal of Electronics and Communication (AEÜ), Vol. 70, No. 3, pp. 341-353, 2016. Impact Factor: 2.853, DOI: 10.1016/j.aeue.2015.12.016 (Pub.: Elsevier).

  22. Dinesh Kumar Vishwakarma, R. Kapoor, A. Dhiman "A proposed framework for the recognition of human activity by exploiting the characteristics of action dynamics", Robotics and Autonomous System, Vol. 77, pp. 25-38, 2016. Impact Factor: 2.925, DOI: 10.1016/j.robot.2015.11.013 (Pub.: Elsevier).

  23. Dinesh Kumar Vishwakarma, Rajiv Kapoor, "An Efficient Interpretation of Hand Gestures to Control Smart Interactive Television" International Journal of Computational Vision and Robotics, Vol. 7, No. 4, pp. 454-471. July, 2015, Cite Score: 0.51. https://doi.org/10.1504/IJCVR.2017.084991 s(Pub.: Inderscience, UK).

  24. Dinesh Kumar Vishwakarma, Rajiv Kapoor, "Integrated Approach for Human Action Recognition using Edge Spatial Distribution, Direction Pixel, and R -Transform", Advanced Robotics, Vol. 29, No. 23, pp. 1551-1561, 2015. Impact Factor: 1.104, DOI:10.1080/01691864.2015.1061701. (Pub.: Taylor & Francis).

  25. Dinesh Kumar Vishwakarma, Rajiv Kapoor, “Hybrid classifier based human activity recognition using the silhouette and cells”, Expert Systems with Applications, Vol. 42, No. 20, pp. 6957–6965, 2015. Impact Factor: 4.295, DOI: 10.1016/j.eswa.2015.04.039. (Pub.: Elsevier).

    International Conference Papers


  1. R. Singla, S. Gupta, A. Gupta and D. K. Vishwakarma, "FLEX: A Content Based Movie Recommender", IEEE International Conference for Emerging Technology, June 05-07, 2020, Velgam, India.

  2. C. Jain, and D. K. Vishwakarma, "Recent State-of-the-arts of Fake News Detection: A review", IEEE International Conference for Emerging Technology, June 05-07, 2020, Velgam, India.

  3. S. Rampal, S. Gupta, S. Verman, and D.K. Vishwakarma, "Image Captioning using IndRNN" in the proceedings of Research International Conference on IoT, Cloud and Data Science, May 2020, Chennai, India

  4. Prabhat, Nishant, and D. K. Vishwakarma. "Comparative Analysis of DCGAN and CGAN using Hand Written Digits” in Proceedings of IEEE International Conference on Intelligent Computing and Control Systems [ICICCS 2020], May 2020, Madurai, India.

  5. M. Wadera, M. Mathur, and D. K. Vishwakarma. "Sentiment Analysis of Tweets- A comparison of classifiers on live stream of twitter” in Proceedings of IEEE International Conference on Intelligent Computing and Control Systems [ICICCS 2020], May 2020, Madurai, India.

  6. K. Chaturvedi, and D. K. Vishwakarma. "Face Recognition in an Unconstrained Environment using ConvNet." Proceedings of the 2020 2nd International Conference on Big Data Engineering and Technology. Singapore, 2020.

  7. M. Agarwal, M. Leekha, R. Sawhney, R.R. Shah, R.K. Yadav, D.K. Vishwakarma, "MEMIS: Multimodal Emergency Management Information System". In European Conference on Information Retrieval (pp. 479-494). April 2020, Springer, Cham.

  8. A. Yadav, A. Agarwal, D.K. Vishwakarma, “XRA-Net Framework for Visual Sentiments Analysis”, in Fifth IEEE International Conference on Multimedia Big Data (BigMM 2019), September 11-13, 2019, Singapore.

  9. A. Agrawal, A. Yadav, D.K. Vishwakarma, "Multimodal Sentiment Analysis via RNN variants", IEEE International Conference on Big Data, Cloud Computing, and Data Science Engineering (BCD 2019), May 29-31, 2019, Honolulu, Hawaii, USA.

  10. C. Dhiman, M. Saxena, D.K. Vishwakarma, “Skeleton-Based View Invariant Deep Features for Human Activity Recognition”, in Fifth IEEE International Conference on Multimedia Big Data (BigMM 2019), September 11-13, 2019, Singapore.

  11. T. Singh, S. Rustagi, A. Garg, D.K. Vishwakarma, “Deep Learning Framework for Single and Dyadic Human Activity Recognition”, in Fifth IEEE International Conference on Multimedia Big Data (BigMM 2019), September 11-13, 2019, Singapore.

  12. P. Meel, F. Bano, D.K. Vishwakarma, "The Problem of Fraudulent Content on the Web: Deep learning Approaches", in IEEE conference on Advances in Electronics, Electrical & Computational Intelligence, 31st May- 1st June, 2019, Allahabad, Prayagraj, U.P.

  13. P. Meel, M. Mishra, D.K. Vishwakarma, "A Contemporary Survey of Machine Learning Techniques for Fake News Identification", in IEEE conference on Advances in Electronics, Electrical & Computational Intelligence, 31st May- 1st June, 2019, Allahabad, Prayagraj, U.P.

  14. D. Varshney, D.K. Vishwakarma, “Artificial Traffic Spam: A Study on Fraudulently View Inflation Problem over YouTube” 1ST International Conference on Signal Processing, VLSI and Communication Engineering, Delhi, March 28-30, 2019.

  15. T. Singh, D.K. Vishwakarma, “A Framework for Human Action Recognition using Skeleton Joints” 1ST International Conference on Signal Processing, VLSI and Communication Engineering, Delhi, March 28-30, 2019.

  16. C. Dhiman, S. Gupta, D. K. Vishwakarma, “Deep Facial Expression Recognition using Transfer Learning”, 1ST International Conference on Signal Processing, VLSI and Communication Engineering, Delhi, March 28-30, 2019.

  17. Sagar, D.K. Vishwakarma, "A State-of-the-Arts and Prospective in Neural Style Transfer", IEEE International Conference on Signal Processing & Integrated Networks, Noida, India, March 7-8, 2019.

  18. S. Jaiswal, D.K. Vishwakarma, "State-of-the-Arts Person Re-Identification using Deep Learning", IEEE International Conference on Signal Processing & Integrated Networks, Noida, India, March 7-8, 2019.

  19. S. Rajora, D. K. Vishwakarma, K. Singh and M. Prasad, "CSgI: A Deep Learning based approach for Marijuana Leaves Strain Classification," 2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON), Vancouver, BC, Canada, 2018, pp. 209-214.

  20. C. Dhiman and D.K. Vishwakarma, “A Hybrid Multimodal Tracking System for boarder surveillance” in IEEE IEEE International Conference of Soft Computing and Network Security (ICSNS), Saravanampatti,TN, India, February 14-16, 2018.

  21. T. Singh and D.K. Vishwakarma, “A Hybrid Neuro-Wavelet Based Pre-Processing Technique for Data Representation” in IEEE International Conference on Computational Intelligence and Computing Research (IEEEICCIC17), Karumathampatti, India December 14-16, 2017.

  22. C. Dhiman and D.K. Vishwakarma, “High dimensional Abnormal Human Activity Recognition Using Histogram Oriented Gradients and Zernike moments” in IEEE International Conference on Computational Intelligence and Computing Research (IEEEICCIC17), Karumathampatti, India, December 14-16, 2017.

  23. Vishwakarma, D. K., & Grover, V. (2017, December). Hand gesture recognition in low-intensity environment using depth images. In 2017 International Conference on Intelligent Sustainable Systems (ICISS) (pp. 429-433). IEEE.

  24. D.K. Vishwakarma, "A hybrid approach for the recognition of Hand Postures using Texture and Skin Saliency Map" in IEEE International Conference On Intelligent Sustainable Systems 2017 (ICISS 2017), Coimbatore, India, 07th to 8th December 2017.

  25. D.K. Vishwakarma and S. Ansari," framework for Human-Computer Interaction using Dynamic Time Warping and Neural Network" International Conference on Inventive Computing and Informatics (ICICI 2017), Coimbatore, 23rd to 24th November 2017.

  26. D.K. Vishwakarma,"Hand Gesture Recognition using Shape and Texture evidence in Complex Background" International Conference on Inventive Computing and Informatics (ICICI 2017), Coimbatore, 23rd to 24th November 2017.

  27. K. Chou, M. Prasad, D. Puthal, P. Chen, D. K. Vishwakarma, S. Sundaram, C. Lin and W. Lin "Fast Deformable Model for Pedestrian Detection with Haar-like Features" IEEE Symposium Series on Computational Intelligence (SSCI), Hawaii, USA. 27th to 1st Dec. 2017.

  28. D.K. Vishwakarma, S. Majithia, N.K. Mishra, "A unified framework for the recognition of raised finger in a static hand posture" IEEE International Conference on Recent Innovations in Signal Processing and Embedded System (RISE2017), Bhopal, India. 27th to 29th October, 2017.

  29. D. Lahiri, C. Dhiman, D.K. Vishwakarma, "Abnormal Human Activity Recognition using Average Energy Images" IEEE International Conference on Information and Communication Technology (CICT-2017), Gwalior, India. 3rd to 5th November, 2017.

  30. D.K. Vishwakarma, D. Jain, S. Rajora, " Iris Detection and Recognition using 2-Fold Technique" in 3rd IEEE International Conference Computing Communication and Automation (ICCACA-17), Greater Noida, India. 5th to 6th May 2017.

  31. Kuldeep Singh, D.K. Vishwakarma, G.S. Walia, R.Kapoor, " Sparse Coding based Robust Image Denoising via Coupled Dictionary" IEEE Conference on Information Processing, Delhi, Aug 2016.

  32. D.K. Vishwakarma, J. Gautam, Kuldeep Singh, "A robust framework for the recognition of human action and activity using spatial distribution of gradients and Gabor wavelet" in Proc. of International Conference on Advances in Soft Computing, Intelligent Systems and Applications (ASISA-2016), Banglore, (Springer), April 2016. ISSN: 2194-5357.

  33. D.K. Vishwakarma, Pridarshani, Kuldeep Singh, "A framework for the recognition of hand gesture in static postures", in IEEE Conf. on Computing Communication and Automation, Greater Noida, UP, 2016, pp. 294-298. DOI:10.1109/CCAA.2016.7813732. ISBN:978-1-5090-1666-2

  34. D.K. Vishwakarma, Maheshwari, Rockey; Kapoor, Rajiv, "An Efficient Approach for the Recognition of Hand Gestures from Very Low-Resolution Images," in 5th IEEE International Conference on Communication Systems and Network Technologies (CSNT), Gwalior, MP, pp.467-471, April 2015. DOI: 10.1109/CSNT.2015.84. ISBN:978-1-4799-1797-6.

  35. Vishwakarma, D. K., Rawat, P., & Kapoor, R. (2015). Human activity recognition using gabor wavelet transform and ridgelet transform. Procedia Computer Science, 57, 630-636.

  36. Vishwakarma, D. K., Dhiman, A., Maheshwari, R., & Kapoor, R. (2015). Human motion analysis by fusion of silhouette orientation and shape features. Procedia Computer Science, 57, 438-447.

  37. Vishwakarma, D. K., Kapoor, R., Maheshwari, R., Kapoor, V., & Raman, S. (2015, March). Recognition of abnormal human activity using the changes in orientation of silhouette in key frames. In 2015 2nd International Conference on Computing for Sustainable Global Development (INDIACom) (pp. 336-341). IEEE.

  38. D. K. Vishwakarma, Rajiv Kapoor, Ashish Dhiman, Abhishek Goyal, Danish Jamil “De-noising of Audio Signal Using Heavy-Tailed Distribution and Comparison of Wavelets and Thresholding Techniques” Proc. of the 9th INDIACom-2015, 2nd IEEE International Conference on “Computing for Sustainable Global Development”, New Delhi,pp. 755-760, March, 2015 . ISBN: 978-9-3805-4415-1

  39. Gautam, J., Vishwakarma, D. K., & Kapoor, R. (2015, February). Performance comparison of 6T SRAM cell using bulk MOSFET and double gate (DG) MOSFET. In 2015 2nd International Conference on Signal Processing and Integrated Networks (SPIN) (pp. 954-957). IEEE.

  40. Vishwakarma, D. K., & Kapoor, R. (2012, December). Simple and intelligent system to recognize the expression of speech-disabled person. In 2012 4th International Conference on Intelligent Human Computer Interaction (IHCI) (pp. 1-6). IEEE.

  41. Mishra, A., Gupta, A., & Vishwakarma, D. K. (2009, December). Proposal of a new steganographic approach. In 2009 International Conference on Advances in Computing, Control, and Telecommunication Technologies (pp. 175-178). IEEE.

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