Browse by IITH Authors

Article

Yenduri, Sravani and Perveen, Nazil and Chalavadi, Vishnu and C, Krishna Mohan (2022) Fine-grained action recognition using dynamic kernels. Pattern Recognition, 122. pp. 1-10. ISSN 0031-3203

Prudviraj, Jeripothula and Vishnu, Chalavadi and C, Krishna Mohan (2022) M-FFN: multi-scale feature fusion network for image captioning. Applied Intelligence. ISSN 0924-669X

Chalavadi, V. and Ch, Sobhan Babu and C, Krishna Mohan and et al, . (2022) mSODANet: A network for multi-scale object detection in aerial images using hierarchical dilated convolutions. Pattern Recognition, 126. pp. 1-10. ISSN 0031-3203

Singh, Dinesh and C, Krishna Mohan (2018) Deep Spatio-Temporal Representation for Detection of Road Accidents Using Stacked Autoencoder. IEEE Transactions on Intelligent Transportation Systems. pp. 1-9. ISSN 1524-9050

Roy, Debaditya and C, Krishna Mohan (2018) Snatch theft detection in unconstrained surveillance videos using action attribute modelling. Pattern Recognition Letters, 108. pp. 56-61. ISSN 0167-8655

Nazil, P and Roy, Debaditya and C, Krishna Mohan (2018) Spontaneous Expression Recognition using Universal Attribute Model. IEEE Transactions on Image Processing. p. 1. ISSN 1057-7149

Roy, Debaditya and Kodukula, Sri Rama Murty and C, Krishna Mohan (2018) Unsupervised Universal Attribute Modelling for Action Recognition. IEEE Transactions on Multimedia. p. 1. ISSN 1520-9210

Wilson, S and C, Krishna Mohan (2017) Coherent and Noncoherent Dictionaries for Action Recognition. IEEE Signal Processing Letters, 24 (5). pp. 698-702. ISSN 1070-9908

Singh, D and C, Krishna Mohan (2017) Graph formulation of video activities for abnormal activity recognition. Pattern Recognition, 65. pp. 265-272. ISSN 0031-3203

Ijjina, E P and C, Krishna Mohan (2017) Human action recognition in RGB-D videos using motion sequence information and deep learning. Pattern Recognition, 72. pp. 504-516. ISSN 0031-3203

Wilson, S and C, Krishna Mohan (2017) An information bottleneck approach to optimize the dictionary of visual data. IEEE Transactions on Multimedia. p. 1. ISSN 1520-9210 (In Press)

Ijjina, E P and C, Krishna Mohan (2016) Classification of human actions using pose-based features and stacked auto encoder. Pattern Recognition Letters, 83 (Part 3). pp. 268-277. ISSN 0167-8655

Singh, D and Roy, D and C, Krishna Mohan (2016) DiP-SVM : Distribution Preserving Kernel Support Vector Machine for Big Data. IEEE Transactions on Big Data. p. 1. ISSN 2332-7790

Ijjina, E P and C, Krishna Mohan (2016) Human action recognition using genetic algorithms and convolutional neural networks. Pattern Recognition, 59. pp. 199-212. ISSN 0031-3203

Ijjina, E P and C, Krishna Mohan (2016) Hybrid deep neural network model for human action recognition. Applied Soft Computing, 46. pp. 936-952. ISSN 1568-4946

Roy, Debaditya and Srinivas, M and C, Krishna Mohan (2016) Sparsity-inducing dictionaries for effective action classification. Pattern Recognition, 59. pp. 55-62. ISSN 0031-3203

Srinivas, M and Basil, T and C, Krishna Mohan (2015) Adaptive learning based heartbeat classification. Bio-Medical Materials and Engineering, 26 (1-2). pp. 49-55. ISSN 0959-2989

Mettu, Srinivas and R, Ramu Naidu and Challa, Subrahmanya Sastry and C, Krishna Mohan (2015) Content based medical image retrieval using dictionary learning. Neurocomputing, 168. pp. 880-895. ISSN 0925-2312

Nalla, P R and C, Krishna Mohan (2015) Iris classification based on sparse representations using on-line dictionary learning for large-scale de-duplication applications. SpringerPlus, 4 (238). pp. 1-10. ISSN 2193-1801

Book Section

Ijjina, E P and C, Krishna Mohan (2017) Human behavioral analysis using evolutionary algorithms and deep learning. In: Hybrid Intelligence for Image Analysis and Understanding. Wiley, pp. 165-186. ISBN 978-1-119-24292-5

Ijjina, E P and C, Krishna Mohan (2015) Human Action Recognition Using Action Bank Features and Convolutional Neural Networks. In: Computer Vision - ACCV 2014 Workshops: Singapore, Singapore, November 1-2, 2014, Revised Selected Papers, Part I. Lecture Notes in Computer Science (9008). Springer International Publishing, Switzerland, pp. 328-339. ISBN 978-3-319-16627-8

Ijjina, E P and C, Krishna Mohan (2015) View and Illumination Invariant Object Classification Based on 3D Color Histogram Using Convolutional Neural Networks. In: Computer Vision - ACCV 2014 Workshops: Singapore, Singapore, November 1-2, 2014, Revised Selected Papers, Part I. Lecture Notes in Computer Science (9008). Springer International Publishing, Switzerland, pp. 316-327. ISBN 978-3-319-16628-5

Conference or Workshop Item

Datla, R. and Chalavadi, V. and Krishna Mohan, C. (2021) Scene Classification in Remote Sensing Images using Dynamic Kernels. In: International Joint Conference on Neural Networks, IJCNN 2021, 18 July 2021 through 22 July 2021, Virtual, Shenzhen.

Roy, Debaditya and Ishizaka, Tetsuhiro and krishna Mohan, C and et al, . (2019) Vehicle Trajectory Prediction at Intersections using Interaction based Generative Adversarial Networks. In: IEEE Intelligent Transportation Systems Conference (ITSC), 27-30 October 2019, Auckland, New Zealand.

Roy, Debaditya and C, Krishna Mohan and Kodukula, Sri Rama Murty (2018) Action Recognition Based on Discriminative Embedding of Actions Using Siamese Networks. In: 25th IEEE International Conference on Image Processing (ICIP), 7-10 October 2018, Athens, Greece.

Singh, Dinesh and Bhure, Abhijeet and Mamtani, Sumit and C, Krishna Mohan (2018) Fast-BoW: Scaling Bag-of-Visual-Words Generation. In: 25th IEEE International Conference on Image Processing (ICIP), 7-10 October 2018, Athens, Greece.

Singh, Dinesh and C, Krishna Mohan (2018) Projection-SVM: Distributed Kernel Support Vector Machine for Big Data using Subspace Partitioning. In: IEEE International Conference on Big Data (Big Data), 10-13 December 2018, USA.

Roy, D and Kodukula, Sri Rama Murty and C, Krishna Mohan (2017) Action-vectors: Unsupervised movement modeling for action recognition. In: IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP, 5-9 March 2017, Hilton New Orleans RiversideNew Orleans; United States.

C, Vishnu and Singh, D and C, Krishna Mohan and Ch, Sobhan Babu (2017) Detection of motorcyclists without helmet in videos using convolutional neural network. In: International Joint Conference onNeural Networks (IJCNN), 14-19 May 2017, Anchorage, USA.

Dahiya, K and Singh, D and C, Krishna Mohan (2016) Automatic detection of bike-riders without helmet using surveillance videos in real-time. In: International Joint Conference on Neural Networks (IJCNN), 24-29 July 2016.

M, Srinivas and C, Krishna Mohan (2016) Classification of medical images using edge-based features and sparse representation. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 20-25, March 2016, Shanghai.

M, Srinivas and Roy, D and C, Krishna Mohan (2016) Discriminative Feature Extraction from X-ray Images using Deep Convolutional Neural Networks. In: IEEE International Conference on Acoustics, Speech, and Signal Processing, MAR 20-25, 2016, Shanghai, PEOPLES R CHINA.

Singh, D and C, Krishna Mohan (2016) Distributed Quadratic Programming Solver for Kernel SVM using Genetic Algorithm. In: Congress on Evolutionary Computation (CEC) held as part of IEEE World Congress on Computational Intelligence (IEEE WCCI), JUL 24-29, 2016, Vancouver, CANADA.

Nazil, P and Singh, D and C, Krishna Mohan (2016) Spontaneous Facial Expression Recognition: A Part Based Approach. In: 15th International Conference on Machine Learning and Applications (ICMLA), 18-20 Dec. 2016.

Singh, D and Vishnu, C and C, Krishna Mohan (2016) Visual Big Data Analytics for Traffic Monitoring in Smart City. In: 15th IEEE International Conference on Machine Learning and Applications (ICMLA), DEC 18-20, 2016, Anaheim, CA.

Ray, Debjyoti and Kodukula, Sri Rama Murty and C, Krishna Mohan (2015) Feature selection using Deep Neural Networks. In: International Joint Conference on Neural Networks (IJCNN), 12-17 July, 2015, Killarney.

Ijjina, E P and C, Krishna Mohan (2015) Human action recognition based on motion capture information using fuzzy convolution neural networks. In: 8th International Conference on Advances in Pattern Recognition, ICAPR 2015, 4-7 January, 2015, Indian Statistical Institute (ISI) Kolkata; India.

N, Pattabhi Ramaiah and Ijjina, E P and C, Krishna Mohan (2015) Illumination invariant face recognition using convolutional neural networks. In: Signal Processing, Informatics, Communication and Energy Systems (SPICES), 2015, 19-21, February 2015, Kozhikode , India.

Srinivas, M and R, Bharath and P, Rajalakshmi and C, Krishna Mohan (2015) Multi-level classification: A generic classification method for medical datasets. In: 17th International Conference on E-health Networking, Application & Services (HealthCom), 14-17, Oct. 2015, Boston, MA.

Mettu, Srinivas and Roy, D and C, Krishna Mohan (2015) Music genre classification using On-line Dictionary Learning. In: International Joint Conference on Neural Networks, IJCNN 2014, 6-11 July, 2014, Beijing; China.

Mettu, Srinivas and R, Bharath and P, Rajalakshmi and C, Krishna Mohan (2015) Sparseland model for speckle suppression of B-mode ultrasound images. In: 21st National Conference on Communications, 27 February 2015 - 1 March 2015, IIT Bombay Mumbai; India.

Roy, D and M, Srinivasa and C, Krishna Mohan (2015) Sparsifying Dense Features for Action Classification. In: Proceedings of the 2nd International Conference on Perception and Machine Intelligence (PerMIn), 26-27, February 2015, Kolkata, West Bengal.

Nalla, P R and Nalla, S and C, Krishna Mohan (2015) Sparsity-Based Iris Classification Using Iris Fiber Structures. In: International Conference of the Biometrics Special Interest Group (BIOSIG), 9-11 September, 2015, Darmstadt, Germany.

Wilson, S and Mettu, Srinivas and C, Krishna Mohan (2014) Dictionary based action video classification with action bank. In: 19th International Conference on Digital Singal Processing, 20-23 August, 2014, Hong Kong.

Ramaiah, N P and Rao, A T and C, Krishna Mohan (2014) Enhancements to latent fingerprints in forensic applications. In: 19th International Conference on Digital Signal Processing (DSP), 20-23 Aug. 2014, Hong Kong.

Ijjina, E P and C, Krishna Mohan (2014) Facial Expression Recognition Using Kinect Depth Sensor and Convolutional Neural Networks. In: 13th International Conference on Machine Learning and Applications (ICMLA), 3-6 December, 2014, Detroit, MI.

Ijjina, E P and C, Krishna Mohan (2014) Human Action Recognition Based on MOCAP Information Using Convolution Neural Networks. In: 13th International Conference on Machine Learning and Applications (ICMLA), 3-6 December, 2014, Detroit, MI.

Ijjina, E P and C, Krishna Mohan (2014) Human Action Recognition Based on Recognition of Linear Patterns in Action Bank Features Using Convolutional Neural Networks. In: 13th International Conference on Machine Learning and Applications (ICMLA), 3-6 December, 2014, Detroit, MI.

Roy, D and Mettu, Srinivas and C, Krishna Mohan (2014) Learning sparse dictionaries for music and speech classification. In: 19th International Conference on Digital Singal Processing, 20-23 August, 2014, Hong Kong.

Mettu, Srinivas and C, Krishna Mohan (2014) Medical images modality classification using multi-scale dictionary learning. In: 19th International Conference on Digital Singal Processing, 20-23 August, 2014, Hong Kong.

Ijjina, E P and C, Krishna Mohan (2014) One-shot periodic activity recognition using convolutional neural networks. In: 13th International Conference on Machine Learning and Applications (ICMLA), 3-6 December, 2014, Detroit, MI.

Wilson, S and Srinivas, M and krishna Mohan, C (2014) Sports Video Classification Using Online Dictionary Learining and weighighted sparse. In: International Conference on Accoustics, May 4-9, 2014, florence, Italy.

Basil, T and Lakshminarayan, C and krishna Mohan, C (2013) Detection of classes of heart arrhythmias based on heartbeat Morphology Patterns. In: 2nd International Workshop on Analytics for CyberPhysical Systems, austin, USA.

Srinivas, M and krishna Mohan, C (2013) Medical Image Indexing and Retrieval Using Multiple Features. In: International Conference on Computational Intelligence and Information Technology, october 2013, Mumbai.

Nalla, P R and C, Krishna Mohan (2011) De-duplication of photograph images using histogram refinement. In: IEEE Recent Advances in Intelligent Computational Systems, RAICS 2011, 22-24. September 2011, Trivandrum, Kerala.

Ramaiah, N P and C, Krishna Mohan (2011) De-noising slap fingerprint images for accurate slap fingerprint segmentation. In: 10th International Conference on Machine Learning and Applications, ICMLA 2011, 18-21, December 2011, Honolulu, HI; United States.

N, Pattabhi Ramaiah and C, Krishna Mohan (2011) ROI-based tissue type extraction and volume estimation in 3D brain anatomy. In: International Conference on Image Information Processing, ICIIP 2011, 3-5, November 2011, Waknaghat, Shimla, Himachal Pradesh; India.

M, Srinivas and C, Krishna Mohan (2010) Efficient clustering approach using incremental and hierarchical clustering methods. In: 6th IEEE World Congress on Computational Intelligence, 18-23, July 2010, Barcelona; Spain.

Thesis

Singh, D and C, Krishna Mohan (2019) SCALABALE AND DISTRIBUTED METHODS FOR LARGE-SCALE VISUAL COMPUTING. PhD thesis, Indian institute of technology Hyderabad.

Wilson, S and C, Krishna Mohan (2018) DESIGN OF COMPACT AND DISCRIMINATIVE DICTIONARIES. PhD thesis, Indian Institute of Technology, Hyderabad.

Roy, Debaditya and C, Krishna Mohan (2018) REPRESENTATION LEARNING FOR ACTION RECOGNITION. PhD thesis, Indian Institute of Technology Hyderabad.

Ijjina, E P and C, Krishna Mohan (2017) EFFICIENT APPROACHES FOR HUMAN ACTION RECOGNITION USING DEEP LEARNING. PhD thesis, Indian institute of technology Hyderabad.

Janghel, Lokesh and C, Krishna Mohan (2017) Investigation of Siamese CNN for Person Detection & Re-Identi fication. Masters thesis, Indian Institute of Technology Hyderabad.

Guguloth, Suresh and C, Krishna Mohan (2017) Reducing Convergence Time of Data Parallel Approach for Distributed Neural Network. Masters thesis, Indian Institute of Technology Hyderabad.

Rao, A Tirupathi and C, Krishna Mohan (2016) EFFICIENT APPROACHES FOR FINGERPRINT AND PALMPRINT RECOGNITION. PhD thesis, Indian institute of technology Hyderabad.

Kommineni, J and C, Krishna Mohan (2011) Content Based Image Retrieval by Preprocessing Image Database. Masters thesis, Indian Institute of Technology, Hyderabad.

Other

Murty, B S and C, Krishna Mohan (2020) IIT-H to appoint 1 more counsellor in bid to reduce student stress. The Times of India, Hyderabad.