Publications

Journals

• Pooja Gupta, Swati Nigam and Rajiv Singh, "Automatic Extractive Text Summarization using Multiple Linguistic Features", ACM Transactions on Asian and Low-Resource Language Information Processing, 2024. [Link]

• Shimpy Goyal and Rajiv Singh, "DIFDD: Deep Intelligence Framework for Disease Detection using Patients Electrocardiogram Signals and X-ray Images", Multimedia Tools and Applications, Springer, 2024. [Link]

• Bhawana Tyagi, Swati Nigam and Rajiv Singh, "SA-DCPNet: Scale Aware Deep Convolutional Pyramid Network for Crowd Counting", Neural Computing and Applications, Springer, 2024. [Link]

• Gunjan Pareek, Swati Nigam and Rajiv Singh, "Modeling Transformer Architecture with Attention Layer for Human Activity Recognition", Neural Computing and Applications, Springer, 2024. [Link]

• Sakshi Indolia, Swati Nigam and Rajiv Singh, "A Self Attention based Fusion Framework for Facial Expression Recognition in Wavelet Domain", The Visual Computer, Springer, 2023.  [Link]

• Pooja Gupta, Swati Nigam and Rajiv Singh, "A Statistical Language Modeling Framework for Extractive Summarization of Text Documents", SN Computer Science, Springer, 2023.  [Link]

• Sakshi Indolia, Swati Nigam and Rajiv Singh, Manoj Kumar Singh and Vivek Kumar Singh, "Micro Expression Recognition using Convolution Patch in Vision Transformer", IEEE Access, vol. 11, pp. 100495-100507, 2023. [Link]

• Sakshi Indolia, Swati Nigam and Rajiv Singh, "A framework for facial expression recognition using deep self-attention network", Journal of Ambient Intelligence and Humanized Computing, Springer, vol. 14, pp. 9543-9562, 2023. [Link]

• Swati Nigam, Rajiv Singh, Manoj Kumar Singh and Vivek Kumar Singh, "Multiview human activity recognition using uniform rotation invariant local binary patterns", Journal of Ambient Intelligence and Humanized Computing, Springer, vol. 14, pp. 4705-4725, 2023.  [Link]

• Shimpy Goyal and Rajiv Singh, "Detection and Classification of Lung Diseases for Pneumonia and Covid-19 using Machine and Deep Learning Techniques", Journal of Ambient Intelligence and Humanized Computing, Springer, vol. 14, pp. 3239-3259, 2023.  [Link]

• Bhawana Tyagi, Swati Nigam and Rajiv Singh, "A Review of Deep Learning Techniques for Crowd Behavior Analysis", Archives of Computational Methods in Engineering, Springer, vol. 29, pp. 5427-5455, 2022.  [Link]

• Ankit Agarwal, Rajiv Singh, Manju Khari, S. Vimal and Sangsoon Lim, "Autoencoder for Design of Mitigation Model for DDOS Attacks via M-DBNN", Wireless Communications and Mobile Computing, Hindawi, 2022.  [Link]

• Ankit Agarwal, Manju Khari and Rajiv Singh, "Detection of DDOS Attack using Deep Learning Model in Cloud Storage Application", Wireless Personal Communications, Springer, vol. 127, pp. 419-439, 2022.  [Link]

• Chandan Kumar, Amit Kumar Singh, Pardeep Kumar, Rajiv Singh and Siddharth Singh, "SPIHT-based multiple image watermarking in NSCT domain", Concurrency and Computation: Practice and Experience, Wiley, vol. 32, no.1, pp. 1-9, 2020.  [Link]

• Swati Nigam, Rajiv Singh and A. K. Misra, "A review of computational approaches for human behavior detection", Archives of Computational Methods in Engineering, Springer, vol. 26, no. 4, pp. 831-863, 2019. [Link]

• Swati Nigam, Rajiv Singh and A. K. Misra, "Efficient facial expression recognition using histogram of oriented gradients in wavelet domain", Multimedia Tools and Applications, Springer, vol. 77, no. 21, pp. 28725-28747, 2018. [Link]

• Siddharth Singh, Vivek Singh Rathore, Rajiv Singh and Manoj Kumar Singh, "Hybrid semi-blind image watermarking in redundant wavelet domain", Multimedia Tools and Applications, Springer, vol. 76, no. 18, pp. 19113-19137, 2017. [Link]

• Siddharth Singh, Vivek Singh Rathore and Rajiv Singh, "Hybrid NSCT domain multiple watermarking for medical images", Multimedia Tools and Applications, Springer, vol. 76, no. 3, pp. 3557-3575, 2017. [Link]

• Rajiv Singh and Ashish Khare, "Fusion of multimodal medical images using Daubehies complex wavelet transform - A multiresolution approach", Information Fusion, Elsevier, vol. 19, pp. 49-60, 2014.  [Link]

• Rajiv Singh and Ashish Khare, "Multiscale medical image fusion in wavelet domain", The Scientific World Journal, Hindawi, Article Id 521034, vol. 2013, 2013.  [Link]

• Rajiv Singh, Richa Srivastava, Om Prakash and Ashish Khare, "Multimodal medical image fusion in Dual tree complex wavelet domain using maximum and average fusion rules", Journal of Medical Imaging and Health Informatics, American Scientific Publishers, vol. 2, no. 2, pp. 168-173, 2012.  [Link]

Book

• Rajiv Singh, Swati Nigam, Amit Kumar Singh and Mohammed Elhosney, “Intelligent Wavelet Based Techniques for Advanced Multimedia Applications”, Springer, 2019. [Link]

Book Chapters

• Sakshi Indolia, Swati Nigam and Rajiv Singh, "Deep Learning for Emotion Recognition using Physiological Signals", in Singh et al. (Eds.), Data Fusion Techniques and Applications for Smart Healthcare, Elsevier, 2023. [Link]

• Rajiv Singh and Swati Nigam, “Deep Neural Networks for Human Behavior Understanding”, in Singh et al. (Eds.), Handbook of Multimedia Information Security: Techniques and Applications (HMIS), Springer, pp. 667-679, 2019. [Link]

• Swati Nigam, Rajiv Singh and A. K. Misra, “Local Binary Patterns Based Facial Expression Recognition for Efficient Smart Applications”, in Hassanien et al. (Eds.), Security in Smart Cities: Models, Applications, and Challenges, Springer, pp. 297-322, 2019. [Link]

• Siddharth Singh, Rajiv Singh, Amit Kumar Singh and Tanveer J. Siddiqui, "SVD-DCT based medical image watermarking in NSCT domain", in A. Hassanien et al. (Eds.), Quantum Computing: An Environment for Intelligent Large Scale Real Application, Studies in Big Data, Springer, vol. 33, pp. 467-488, 2018. [Link]

• Swati Nigam, Rajiv Singh and A. K. Misra, "Towards intelligent human behavior detection for video surveillance", in Jose Garcia-Rodriguez (Ed.), Advancements in Computer Vision and Image Processing, IGI Global, pp. 34-73, 2018. [Link]

Conferences

• Surbhi Jain, Aishvarya Garg, Swati Nigam, Rajiv Singh, Anshuman Shastri and Irish Singh, "Convolutional Autoencoder for Vision-Based Human Activity Recognition", in Proceedings of the 15th International Conference on Intelligent Human Computer Interaction (IHCI-2023), Lecture Notes in Computer Science (LNCS), Springer, November 8-10, 2023. [Link]

• Aishvarya Garg, Swati Nigam, Rajiv Singh, Anshuman Shastri and Madhusudan Singh, "Spatial Attention Transformer Based Framework for Anomaly Classification in Image Sequences", in Proceedings of the 15th International Conference on Intelligent Human Computer Interaction (IHCI-2023), Lecture Notes in Computer Science (LNCS), Springer, November 8-10, 2023. [Link]

• Gunjan Pareek, Swati Nigam, Anshuman Shastri and Rajiv Singh, "Human Activity Recognition with a Time Distributed Deep Neural Network", in Proceedings of the 15th International Conference on Intelligent Human Computer Interaction (IHCI-2023), Lecture Notes in Computer Science (LNCS), Springer, November 8-10, 2023. [Link]

• Abha Jain, Swati Nigam and Rajiv Singh, "Context-Aware Facial Expression Recognition using Deep Convolutional Neural Network Architecture", in Proceedings of the 15th International Conference on Intelligent Human Computer Interaction (IHCI-2023), Lecture Notes in Computer Science (LNCS), Springer, November 8-10, 2023. [Link]

• Aishvarya Garg, Swati Nigam and Rajiv Singh, "Towards Transfer Learning Based Human Anomaly Detection in Videos", in Proceedings of the International Conference on Data Science and Applications (ICDSA-2023), Springer, July 14-15, 2023.  [Link]

• Bhawana Tyagi, Swati Nigam and Rajiv Singh, "Human detection and tracking based on YOLOv3 and DeepSORT ", in Proceedings of the Fourth International Conference on Communication and Intelligent Systems (ICCIS-2022), Springer, December 19-20, 2022. [Link]

• Bhawana Tyagi, Swati Nigam and Rajiv Singh, "Person Detection Using YOLOv3", in Proceedings of the Sixth International Conference on Soft Computing: Theories and Applications (SoCTA-2022), Springer, December 16-18, 2022.  [Link]

• Sakshi Indolia, Swati Nigam and Rajiv Singh, "Integration of Transfer Learning and Self-Attention for Spontaneous Micro-Expression Recognition", in Proceedings of Seventh International Conference on Parallel, Distributed and Grid Computing (PDGC-2022), IEEE, November 25-27, 2022.  [Link]

• Ankit Agarwal, Rajiv Singh and Manju Khari, "Detection of DoS Attack using Pearson Correlation Coefficients with Bi-LSTM and LZW Compression", in Proceedings of Seventh International Conference on Parallel, Distributed and Grid Computing (PDGC-2022), IEEE, November 25-27, 2022. [Link]

• Aishvarya Garg, Swati Nigam and Rajiv Singh, "Vision based Human Activity Recognition using Hybrid Deep Learning", in Proceedings of the International Conference on Connected Systems & Intelligence (CSI'22), IEEE, August 31, September 1-2, 2022.  [Link] 

• Sakshi Indolia, Swati Nigam and Rajiv Singh, "Deep Feature Fusion for Facial Expression Recognition", in Proceedings of the Second International Conference on Next Generation Intelligent Systems (ICNGIS-2022), IEEE, July 29-31, 2022. [Link]

• Pooja Gupta, Swati Nigam and Rajiv Singh, "A statistical approach for extractive Hindi text summarization using machine translation", in Proceedings of the Fourth International Conference on Computer and Communication Technologies (IC3T-2022), Springer, July 29-30, 2022. [Link]

• Ruchilekha, Manoj Kumar Singh and Rajiv Singh, "Towards Deep Learning based Wilt Disease Detection System", in Proceedings of the International Conference On Intelligent Systems and Smart Infrastructure (ICISSI-2022), Taylor & Francis, May 21-22, 2022.  [Link]

• Bhawana Tyagi, Swati Nigam and Rajiv Singh, "A Modified Pyramid Scale Network for Crowd Counting", in Proceedings of the 6th International Conference on Advances in Computing and Data Sciences (ICACDS-2022), Springer, April 22-23, 2022.  [Link]

• Ankit Agarwal, Rajiv Singh and Manju Khari, "Detection of DDoS Attack using IDS Mechanism: A Review", in Proceedings of the First International Conference on Informatics (ICI-2022), IEEE, April 14-16, 2022. [Link]

• Pooja Gupta, Swati Nigam and Rajiv Singh, "A Ranking based Language Model for Automatic Extractive Text Summarization", in Proceedings of the International Conference on Artificial Intelligence Trends and Pattern Recognition (ICAITPR-2022), IEEE, March 10-12, 2022.  [Link]

• Shimpy Goyal and Rajiv Singh, "Multimodal Disease Detection Using Chest X-Ray Images and Electrocardiogram Signals", in Proceedings of the Sixth International Conference on Soft Computing: Theories and Applications (SoCTA-2021), Springer, December 17-19, 2021. [Link]

• Sakshi Indolia, Swati Nigam and Rajiv Singh, "An Optimized Convolution Neural Network Framework for Facial Expression Recognition", in Proceedings of the Sixth International Conference on. Image Information Processing (ICIIP-2021), IEEE, pp. 93-98, November 26-28, 2021. [Link]

• Swati Nigam, Rajiv Singh, Manoj Kumar Singh and Vivek Kumar Singh, "Multiple Views Based Recognition of Human Activities using Uniform Patterns", in Proceedings of the Sixth International Conference on. Image Information Processing (ICIIP-2021), IEEE, pp. 483-488, November 26-28, 2021. [Link]

• Shimpy Goyal and Rajiv Singh, "Lung Disease Detection and Classification from Chest X-Ray Images using Adaptive Segmentation and Deep Learning", in Proceedings of the Fourth International Conference on Soft Computing and Signal Processing (ICSCSP-2021), Advances in Intelligent Systems and Computing, Springer, vol. 1413, pp. 49-58, June 18-19, 2021. [Link]

• Pooja Sharma and Rajiv Singh, "An approach toward deep learning based facial expression recognition in wavelet domain", in Proceedings of the Third International Conference on Soft Computing and Signal Processing (ICSCSP-2020), Advances in Intelligent Systems and Computing, Springer, vol. 1340, pp. 91-100, August 21-22, 2020. [Link]

• Shimpy Goyal and Rajiv Singh, “Modeling of Heart Data Using PSO and A-Priori Algorithm for Disease Prediction”, in Proceedings of the Fifth International Conference on Image Information Processing (ICIIP-2019), IEEE, pp. 475-479, November 15-17, 2019. [Link]

• Chandan Kumar, Amit Kumar Singh, Pardeep Kumar and Rajiv Singh, “A low complexity secure force encryption based multiple image watermarking in NSCT domain”, in Proceedings of the Second IEEE International Conference on Advances in Computing Control and Communication Technology (IAC3T-2018), IEEE, pp. 92-96, September 21-23, 2018. [Link]

• Siddharth Singh, Rajiv Singh and Tanveer J. Siddiqui, "MSVD based image watermarking in NSCT domain", in Proceedings of Fourth International Conference on Parallel, Distributed and Grid Computing (PDGC-2016), IEEE, pp. 685-688, December 22-24, 2016. [Link]

• Rajiv Singh, "Medical image fusion: applications, approaches and evaluation", in Proceedings of International Conference on Medical Imaging and Diagnosis, Chicago, USA, October 20-21, 2016. [Link]

• Siddharth Singh, Rajiv Singh and Tanveer J. Siddiqui, "Singular value decomposition based image steganography using integer wavelet domain", in Proceedings of  Second International Symposium on Signal Processing and Intelligent Recognition Systems (SIRS-2015), Advances in Intelligent Systems and Computing, Springer, vol. 425, pp. 593-601, December 16-19, 2015.   [Link]

• Rajiv Singh and Ashish Khare, "Redundant discrete wavelet transform based medical image fusion", in Proceedings of International Symposium on Signal Processing and Intelligent Recognition Systems (SIRS-2014), Advances in Intelligent Systems and Computing, Springer, vol. 264, pp. 505-515, 13-15 March, 2014.   [Link]

• Richa Srivastava, Rajiv Singh and Ashish Khare, "Fusion of multifocus noisy images using contourlet transform", in Proceedings of International conference on Contemporary Computing (IC3), IEEE, pp. 497-502, 8-10 August 2013.   [Link]

• Rajiv Singh and Ashish Khare, "Multimodal medical image fusion using Daubechies Complex Wavelet Transform", in Proceedings of IEEE International conference on Information and Communication Technologies (ICT-2013), IEEE, pp. 869-873, 11-12 April, 2013.   [Link]

• Rajiv Singh and Ashish Khare, "Objective evaluation of noisy multimodal medical image fusion using Daubechies Complex Wavelet Transform", in Proceedings of Eighth Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP-2012), ACM, December 16-19, 2012. [Link]

• Ashish Khare, Richa Srivastava and Rajiv Singh, "Edge Preserving Image Fusion based on Contourlet Transform", in Proceedings of International Conference on Image and Signal Processing (ICISP-2012), Lecture Notes in Computer Science (LNCS), Springer, vol. 7340, pp. 93-102, June 28-30, 2012. [Link]

• Richa Srivastava, Rajiv Singh and Ashish Khare, "Image Fusion based on Nonsubsampled Contourlet Transform", in Proceedings of International Conference on Informatics, Electronics & Vision (IEEE/OSA/IAPR ICIEV-12), IEEE,  pp. 263-266, May 18-19, 2012.   [Link]

• Rajiv Singh, Richa Srivastava, Om Prakash and Ashish Khare, "Mixed scheme based multimodal medical image fusion using Daubechies Complex Wavelet Transform", in Proceedings of  International Conference on Informatics, Electronics & Vision (IEEE/OSA/IAPR ICIEV-12), IEEE, pp. 304-309, May 18-19, 2012.   [Link]

• Rajiv Singh, Richa Srivastava, Om Prakash and Ashish Khare, "DTCWT based Multimodal Medical Image Fusion", in Proceedings of International Conference on Signal, Image and Video Processing (ICSIVP-2012), IIT Patna, Patna, India, pp. 403-407 (ISBN: 978-93-81583-19-7), January 13-15, 2012. 

• Siddharth Singh, Tanveer J. Siddiqui, Rajiv Singh and Harsh V. Singh, "DCT-domain Robust Data Hiding Using Chaotic Sequence", in Proceedings of International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT-2011), IEEE, pp. 300-303, December 17-19, 2011. [Link]

• Siddharth Singh, Rajiv Singh, Tanveer J. Siddiqui, Ashish Khare and Harsh V. Singh, "Wavelet Transform based Applications in Image Processing", in Proceedings of IEEE sponsored National Conference on Emerging Trends in Electrical and Electronics Engineering (ETEEE-2011), KNIT Sultanpur, India, November 26-27, 2011.

• Rajiv Singh and Ashish Khare, "A Wavelet Based Multimodal Medical Image Fusion", in Proceedings of International Symposium on Medical Imaging: Perspectives on Perception and Diagnostics, in conjunction with Seventh Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP-2010), IIT Delhi, New Delhi, India, December 9-10, 2010.

• Rajiv Singh and Ashish Khare, "On Information Extraction from Biomedical Signals", in Proceedings of UGC sponsored National Seminar on Impact of Physics on Biological Sciences, University of Allahabad, Allahabad, India, pp. 100-103 (ISBN: 978-81-905712-9-6), August 26, 2010.