Dr. Krishan Berwal

[FIETE, SMIEEE, SMACM, LMISTE]

Associate Professor | Gazetted Officer


Conference Publications (Scopus)

    [2024]

  1. Sachin Choudhary, Abhimanyu Kumar, Krishan Berwal, Manmohan Pundir, Securing Smart Grid: A Cloud-Assisted Approach with Multi-Authority Attribute-Based Encryption, 15th International Conference on Computing, Communication and Networking Technologies ICCCNT-2024, IIT Mandi, India. (Accepted) June 2024 [DOI]
  2. Rakesh Salam, Krishan Berwal, Sanjay Dahiya, Alok Negi, VBRN2: Video description using Bidirectional Recurrent Neural Network, 2nd IEEE International Conference on Computing, Electrical and Electronics Engineering IC2E3-2023, NIT Uttarakhand, India. (Accepted) June 2024 [DOI]
  3. Rakesh Salam, Krishan Berwal, Vijay Sharma, Sangita Kumari, Bibhas Kumar Rana, Johan A, Variance based key-frame extraction technique to summarize educational videos, 2nd IEEE International Conference on Computing, Electrical and Electronics Engineering IC2E3-2023, NIT Uttarakhand, India. (Accepted) June 2024 [DOI]
  4. Praveen Prakash, Priyanka, Lalit Awasthi, Krishan Berwal, Shamal Kashid S2VEM: Secure Summarized Video Encryption Model, 2nd IEEE International Conference on Computing, Electrical and Electronics Engineering IC2E3-2023, NIT Uttarakhand, India. (Accepted) June 2024 [DOI]

    5. [2023]

  5. Md Aasif Raja, Krishan Berwal, Detection and grading of diabetic retinopathy from fundus images by applying transfer learning, 5th International Conference on Deep Learning, Artificial Intelligence and Robotics, (ICDLAIR) 2023, NIT Kurukshetra, India. (Accepted) December 2023 [DOI]
  6. Shivansh Katoch, Krishan Berwal, Indian Sign Language Bilateral Translator, 5th International Conference on Deep Learning, Artificial Intelligence and Robotics, (ICDLAIR) 2023, NIT Kurukshetra, India. (Accepted) December 2023 [DOI]
  7. Shamal Kashid, Lalit K. Awasthi, Krishan Berwal, Parul Saini, Social-media Video Summarization using Convolutional Neural Network and Kohnen’s Self Organizing Map, 5th International Conference on Deep Learning, Artificial Intelligence and Robotics, (ICDLAIR) 2023, NIT Kurukshetra, India. (Accepted) December 2023 [DOI]
  8. Praveen Prakash, Priyanka, Lalit K. Awasthi, Krishan Berwal A review on security challenges: Cryptography and Blockchain for Internet of Things, 5th International Conference on Deep Learning, Artificial Intelligence and Robotics, (ICDLAIR) 2023, NIT Kurukshetra, India. (Accepted) December 2023 [DOI]
  9. Shubham Bhut, Krishan Kumar, Tinkle Chugh, Pankaj Sahlot, Machine Learning Based Prediction of Energy Density for Additively Manufactured AlSi10Mg Samples by Laser Powder Bed Fusion Process, IEEE International Conference on Communication, Security and Artificial Intelligence ICCSAI-2023, Greater Noida, India, India. November 2023 [DOI]
  10. Shamal Kashid, Lalit K. Awasthi, Krishan Kumar, Parul Saini, NS4: a Novel Security approach for extracted video keyframes using Secret Sharing Scheme, IEEE International Conference on Computing, Electrical and Electronics Engineering IC2E3-2023, NIT Uttarakhand, India. June 2023 [DOI]
  11. Sachin Choudhary, Abhimayu Kumar, Krishan Kumar, Edge computing based An Efficient Lightweight authentication protocol for Smart Grid communication, IEEE International Conference on Computing, Electrical and Electronics Engineering IC2E3-2023, NIT Uttarakhand, India. June 2023 [DOI]

    12. [2022]

  12. Parul Saini, Krishan Kumar, Shamal Kashid, Alok Negi, Resource Utilization Tracking for Fine-Tuning Based Event Detection and Summarization Over Cloud, Proceedings of 4th International Conference on Deep Learning, Artificial Intelligence and Robotics,(ICDLAIR) 2022, pp. 24-35, Italy. December 2022 [DOI]
  13. Alok Negi, Krishan Kumar, Prachi Chauhan, Parul Saini, Shamal Kashid, Resource Utilization Tracking for Fine-Tuning Based Event Detection and Summarization Over Cloud, Proceedings of 4th International Conference on Deep Learning, Artificial Intelligence and Robotics,(ICDLAIR) 2022, pp. 73-83, Italy. December 2022 [DOI]
  14. Shamal Kashid, Krishan Kumar, Parul Saini, Abhishek Dhiman, Alok Negi, Bi-RNN and Bi-LSTM Based Text Classification for Amazon Reviews, Proceedings of 4th International Conference on Deep Learning, Artificial Intelligence and Robotics,(ICDLAIR) 2022, pp. 62-72, Italy. December 2022 [DOI]
  15. Praveen Prakash, Krishan Kumar, Artificial Neural Network Based Fault Prediction and Detection in Grid Computing, IEEE 9th Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON-2022), 1-5, IIIT Allahabad, India, December 2022. [DOI]
  16. Parul Saini, Krishan Kumar, Shamal Kashid, Abhishek Dhiman, Alok Negi, BEMSS-Blockwise Encryption based Multi Secret Sharing scheme for Securing Visual Content, IEEE 9th Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON-2022), 1-5, IIIT Allahabad, India, December 2022. [DOI]
  17. Alok Negi, Krishan Kumar, Parul Saini, Shamal Kashid, Object Detection based Approach for an Efficient Video Summarization with System Statistics over Cloud, IEEE 9th Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON-2022), 1-6, IIIT Allahabad, India, December 2022. [DOI]
  18. Sachin Choudhary, Abhimanyu Kumar, Krishan Kumar, An Efficient Key Agreement Protocol for Smart Grid communication, IEEE 2nd International Conference on Emerging Frontiers in Electrical and Electronic Technologies (ICEFEET-2022), 1-5, NIT Patna, India, August 2022 [DOI]
  19. Shamal Kashid, Krishan Kumar, Parul Saini, Alok Negi, Ashray Saini, Approach of a Multilevel Secret Sharing Scheme for Extracted Text Data, 7th IEEE Students Conference on Engineering and Systems (SCES-2022), 1-5, MNNIT Allahabad, India. July 2022 [DOI]
  20. Prachi Chauhan, Alok Negi, Krishan Kumar, Parul Saini, and Shamal Kashid, Leveraging Advanced Convolutional Neural Networks and Transfer Learning for Vision-based Human Activity Recognition, Springer Int'l Conf. on Robotics, Control and Computer Vision (ICRCCV’22), NIT Uttarakhand (India), 19-20 February 2022. [DOI]
  21. Ashray Saini, Krishan Kumar, Alok Negi, Parul Saini, and Shamal Kashid, NPIS: Number Plate Identification System, Springer Int'l Conf. on Robotics, Control and Computer Vision (ICRCCV’22), NIT Uttarakhand (India), 19-20 February 2022. [DOI]
  22. Parul Saini, Krishan Kumar, Alok Negi, Shamal Kashid, and Ashray Saini, Driver Drowsiness Detection for Road Safety using Deep Learning, Springer Int'l Conf. on Robotics, Control and Computer Vision (ICRCCV’22), NIT Uttarakhand (India), 19-20 February 2022. [DOI]
  23. Alok Negi, Krishan Kumar, Prachi Chauhan, Parul Saini, Shamal Kashid, and Ashray Saini, AI-based Real-Time Monitoring for Social Distancing against COVID-19 Pandemic, Springer Int'l Conf. on Robotics, Control and Computer Vision (ICRCCV’22), NIT Uttarakhand (India), 19-20 February 2022. [DOI]

    24. [2021]

  24. Alok Negi, Krishan Kumar, Narendra S. Chaudhari, Navjot Singh, and Prachi Chauhan. Predictive Analytics for Recognizing Human Activities Using Residual Network and Fine-Tuning, 8th Springer Int'l Conf. on Big Data Analytics, IIIT Allahabad (India), 15-18 December 2021.[DOI]
  25. Alok Negi, Krishan Kumar, Prachi Chauhan, Rishabh S. Rajput, Deep Neural Architecture for Face mask Detection on Simulated Masked Face Dataset against Covid-19 Pandemic, IEEE Int'l Conf. on Computing, Communication, and Intelligent Systems (ICCCIS’21), Greater Noida (India), 19-20 February 2021. [DOI]

    26. [2020]

  26. Alok Negi, Prachi Chauhan, Krishan Kumar, Rishabh S. Rajput, Face Mask Detection Classifier and Model Pruning with Keras-Surgeon, 5th IEEE Int'l Conf. on Recent Advances and Innovations in Engineering (ICRAIE’20), Jaipur (India), December 01-03 2020.[DOI]
  27. Alok Negi, Krishan Kumar, Viability and Applicability of Deep Learning Approach for COVID-19 Preventive Measures Implementation , International Conference on Artificial Intelligence and Sustainable Engineering (ICAISE’20), NIT Goa(India), September 16-17 2020.[DOI]

    28. [2019]

  28. Kaustubh Purohit, Avnish Kumar, Mayank Upadhyay, Krishan Kumar, Symmetric Key Generation and Distribution Using Diffie-Hellman Algorithm, 4th Springer Int'l Conf. on Soft Computing: Theories and Applications (SoCTA’19), NIT Patna (India), December 27-29 2019. [DOI]
  29. Abhishek Singh, Maheep Singh, Krishan Kumar, A Hybrid Method for Intrusion Detection Using SVM and k-NN, Springer Int'l Conf. on Deep Learning, Artificial Intelligence and Robotics, (ICDLAIR’19), MNIT Jaipur (India), December 06-07 2019. [DOI]
  30. Rama Krishna Koppanati, Krishan Kumar, Saad Qamar, E-MOC: An Efficient Secret Sharing Model for Multimedia on Cloud, Springer Int'l Conf. on Deep Learning, Artificial Intelligence and Robotics, (ICDLAIR’19), MNIT Jaipur (India), December 06-07 2019. [DOI]
  31. Pankaj Pundir, Shrey Gupta, Ravi Singh Patel, Rahul Goswami, Deepak Singh, Krishan Kumar, POCONET: A Pathway to Safety, Springer Int'l Conf. on Deep Learning, Artificial Intelligence and Robotics, (ICDLAIR’19), MNIT Jaipur (India), December 06-07 2019. [DOI]
  32. Pankaj Pundir, Ayushi Agarwal, Krishan Kumar, Swift Controller: A Computer Vision Based Mouse Controller , Springer Int'l Conf. on Deep Learning, Artificial Intelligence and Robotics, (ICDLAIR’19), MNIT Jaipur (India), December 06-07 2019. [DOI]
  33. Avnish Kumar, Kaustubh Purohit, Krishan Kumar, Stock Price Prediction Using Recurrent Neural Network and Long Short-Term Memory, Springer Int'l Conf. on Deep Learning, Artificial Intelligence and Robotics, (ICDLAIR’19), MNIT Jaipur (India), December 06-07 2019. [DOI]
  34. Ishani Dabral, Maheep Singh, Krishan Kumar, Cancer Detection Using Convolutional Neural Network, Springer Int'l Conf. on Deep Learning, Artificial Intelligence and Robotics, (ICDLAIR’19), MNIT Jaipur (India), December 06-07 2019. [DOI]
  35. Shreya Kumari, Maheep Singh, Krishan Kumar, Prediction of Liver Disease Using Grouping of Machine Learning Classifiers, Springer Int'l Conf. on Deep Learning, Artificial Intelligence and Robotics, (ICDLAIR’19), MNIT Jaipur (India), December 06-07 2019. [DOI]

    36. [2018]

  36. Akshay Solanki, Rishabh Bamrara, Krishan Kumar, Navjot Singh, VEDL: a novel Video Event searching technique using Deep Learning, 3rd Springer Int'l Conf. on Soft Computing: Theories and Applications (SoCTA’18), NIT Jalandhar (India), December 21-23 2018.[DOI]
  37. Abhay Mishra, Krishan Kumar, Parveen Kumar, Prabhkar Mittal, A novel approach for handwritten character recognition using K-NN classifier, 3rd Springer Int'l Conf. on Soft Computing: Theories and Applications (SoCTA’18), NIT Jalandhar (India), December 21-23 2018.[DOI]
  38. Krishan Kumar, Rishabh Bamrara, Prabhkar Gupta, Navjot Singh, M2P2: Movie’s trailer reviews based Movie Popularity Prediction system, 3rd Springer Int'l Conf. on Soft Computing: Theories and Applications (SoCTA’18), NIT Jalandhar (India), December 21-23 2018.[DOI]
  39. Sandeep Chand Kumain, Maheep Singh, Navjot Singh, Krishan Kumar, An efficient Gaussian Noise Reduction Technique For Noisy Images using optimized filter approach, IEEE Int'l Conf. on Secure Cyber Computing and Communications (ICSCCC'18), NIT Jalandhar (India), December 15-17 2018. [DOI]
  40. Kunal Patange, Pushkar Pete, Manjiri Wankhade, Arpitrama Chatterjee, Manish Kurhekar, Krishan Kumar, 3E-VMC: an Experimental Energy Efficient model for VMs scheduling over Cloud, IEEE Int'l Conf. on Secure Cyber Computing and Communications (ICSCCC'18), NIT Jalandhar (India), December 15-17 2018. [DOI]
  41. Haroon Ansari, Aditya Vijayvergia, Krishan Kumar, DCR-HMM: Depression detection based on Content Rating using Hidden Markov Model, 2nd IEEE Conf. on Information and Communication Technology (CICT’18), IIITDM Jabalpur (India), October 26-28 2018.[DOI]
  42. Shubham Kumar, Krishan Kumar, IRSC: integrated automated review mining system using virtual machines in cloud environment, 2nd IEEE Conf. on Information and Communication Technology (CICT’18), IIITDM Jabalpur (India), October 26-28 2018.[DOI]
  43. Aditya Vijayvergia, Krishan Kumar, STAR: rating of reviewS by exploiting variation in emoTions using trAnsfer leaRning framework, 2nd IEEE Conf. on Information and Communication Technology (CICT’18), IIITDM Jabalpur (India), October 26-28 2018.[DOI]
  44. Rama Krishna Koppanati, Saad Qamar, Krishan Kumar, SMALL: Secure Multimedia Technique Using Logistic and LFSR, 2nd IEEE Int'l Conf. on on Intelligent Computing and Control Systems (ICICCS’18), Madurai (India), June 14-15 2018.[DOI]
  45. Saad Qamar, Rama Krishna Koppanati, Krishan Kumar, VM-MMT: a novel approach for VM consolidation over openstack cloud using linear regression and Minimum Migration Time, 2nd IEEE Int'l Conf. on on Intelligent Computing and Control Systems (ICICCS’18), Madurai (India), June 14-15 2018.[DOI]
  46. Shubham Kumar, Krishan Kumar, LSRC: Lexicon Star Ratings system over Cloud, 4th IEEE Int'l Conf. on Recent Advances in Information Technology (RAIT’18), IIT(ISM) Dhanbad (India), March 15-17 2018.[DOI]

    47. [2017]

  47. Krishan Kumar, Deepti D. Shrimankar, Navjot Singh, Key-lectures: keyframes extraction in video lectures, Proceedings of Springer Int'l Conf. on Machine Intelligence and Signal Processing (MISP’17), IIT Indore (India), December 22-24 2017.[DOI]
  48. Shikhar Sharma, Shiv N. Shivhare, Navjot Singh, Krishan Kumar, Computationally efficient ann model for small-scale problems, Proceedings of Springer Int'l Conf. on Machine Intelligence and Signal Processing (MISP’17), IIT Indore (India), December 22-24 2017.[DOI]
  49. Gagandeep Singh, Navjot Singh, Krishan Kumar, PICS: a Novel Technique for Video Summarization, Proceedings of Springer Int'l Conf. on Machine Intelligence and Signal Processing (MISP’17), IIT Indore (India), December 22-24 2017.[DOI]
  50. Krishan Kumar, Manish Kurhekar, Sentimentalizer: Docker container utility over Cloud, 9th IEEE Int'l Conf. on Advances in Pattern Recognition (ICAPR'17), ISI Bangalore (India), December 27-30 2017.[DOI]
  51. Abhay Atrish, Navjot Singh, Krishan Kumar, Vinod Kumar, An Automated Hierarchical Framework for Player Recognition in Sports Image, Proceedings of ACM Int'l Conf. on Video and Image Processing (ICVIP'17), NTU Singapore (Singapore) December 27-29 2017. [DOI]
  52. Shikhar Sharma, Piyush Kumar, Krishan Kumar, LEXER: LEXicon based Emotion analyzeR, 7th Int'l Conf. on Pattern Recognition and Machine Intelligence (PReMI'17), ISI Kolkata (India), December 05-08 201. [DOI] [Best Student Paper Award, PReMI'17]
  53. Krishan Kumar, Anurag Kumar, Ayush Bahuguna, D-CAD: Deep and Crowded Anomaly Detection, Proceedings of the 7th ACM Int'l Conf. on Computer and Communication Technology (ICCCT'17), MNNIT Allahabad (India), November 24-26 2017.[DOI]
  54. Shikhar Sharma, Piyush Kumar, Krishan Kumar, A-PNR: automatic plate number recognition, Proceedings of the 7th ACM Int'l Conf. on Computer and Communication Technology (ICCCT'17), MNNIT Allahabad (India), November 24-26 2017.[DOI]
  55. Harman Singh, Neeti Dhanak, Haroon Ansari, Krishan Kumar, HDML: Habit Detection with Machine Learning, Proceedings of the 7th ACM Int'l Conf. on Computer and Communication Technology (ICCCT'17), MNNIT Allahabad (India), November 24-26 2017.[DOI]
  56. Piyushi Manupriya, Shambhavi Sinha, Krishan Kumar, V⊕ SEE: Video secret sharing encryption technique, IEEE Conf. on Information and Communication Technology (CICT'17), IIITM Gwalior (India), November 03-05 2017.[DOI]
  57. Shikhar Sharma, Krishan Kumar, Navjot Singh, D-FES: Deep facial expression recognition system, IEEE Conf. on Information and Communication Technology (CICT'17), IIITM Gwalior (India), November 03-05 2017.[DOI]
  58. Anurag Kumar, Navjot Singh, Piyush Kumar, Aditya Vijayvergia, Krishan Kumar, A novel superpixel based color spatial feature for salient object detection, IEEE Conf. on Information and Communication Technology (CICT'17), IIITM Gwalior (India), November 03-05 2017.[DOI]
  59. Krishan Kumar, Deepti D. Shrimankar, Navjot Singh, V-LESS: a Video from Linear Event SummarieS, Proceedings of 2nd Springer Int'l Conf. on Computer Vision & Image Processing (CVIP’17), IIT Roorkee (India), September 10-12 2017. [DOI]
  60. Shikhar Sharma, Krishan Kumar, GUESS: Genetic Uses in Video Encryption with Secret Sharing, Proceedings of 2nd Springer Int'l Conf. on Computer Vision & Image Processing (CVIP’17), IIT Roorkee (India), September 10-12 2017. [DOI]
  61. Krishan Kumar, Shambhavi Sinha, Piyushi Manupriya, D-PNR: Deep license Plate Number Recognition, Proceedings of 2nd Springer Int'l Conf. on Computer Vision & Image Processing (CVIP’17), IIT Roorkee (India), September 10-12 2017. [DOI]
  62. Krishan Kumar, Deepti D. Shrimankar, Navjot Singh, SOMES: An Efficient SOM Technique for Event Summarization in Multi-view Surveillance Videos, 5th Springer Int'l Conf. on Advanced Computing, Networking and Informatics (ICACNI’17), NIT Goa (India), June 01-03 2017.[DOI]
  63. Krishan Kumar, Deepti D. Shrimankar, Navjot Singh, Event bagging: A novel event summarization approach in multiview surveillance videos, Int'l Conf. on Innovations in Electronics, Signal Processing and Communication (IESC’17), NIT Meghalaya (India), April 06-07 2017.[DOI]

    64. [2016]

  64. Krishan Kumar, Deepti D. Shrimankar, Navjot Singh, Equal Partition based Clustering approach for Event Summarization in Videos, 12th IEEE Int'l Conf. on Signal Image Technology & Internet Based Systems (SITIS'16), University of Naples (Italy), November 26-29 2016.[DOI]
  65. Krishan Kumar, Manish Kurhekar, Economically efficient virtualization over cloud using docker containers, 5th IEEE Int'l Conf. on Cloud Computing in Emerging Markets (CCEM’16), Bangalore (India) October 19-21 2016.[DOI]

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