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Selected Publications

 

Earnest Paul Ijjina and C. Krishna Mohan, “Human behavioral analysis using evolutionary algorithms and deep learning.” In Hybrid Intelligence for Image Analysis and Understanding, John Wiley, UK.

Shyju Wilson, C. Krishna Mohan, and K. Srirama Murthy. "Event-Based Sports Videos Classification Using HMM Framework." In Computer Vision in Sports, Springer International Publishing, pp. 229-244, 2014. doi: 10.1007/978-3-319-09396-3_11

 

Journals      

2017

Shyju Wilson and C. Krishna Mohan, "An information bottleneck approach to optimize the dictionary of visual data," IEEE Transactions on Multimedia, June 2017.

Shyju Wilson and C. Krishna Mohan, "Coherent and non-coherent dictionary for action recognition," IEEE Signal Processing Letters,  vol. 24, no. 5, pp. 698-702, May 2017.

Dinesh Singh and C. Krishna Mohan, "Graph formulation of video activities for abnormal activity recognition" Elsevier: Pattern Recognition, vol.65, pp.265-272, May 2017.  

Dinesh Singh, Debaditya Roy and C. Krishna Mohan, "DiP-SVM : Distribution Preserving Kernel Support Vector Machine for Big Data", IEEE Transactions on Big Data, vol.3, no.1, pp.79-90, Jan-Mar 2017.

 

2016

Earnest Paul Ijjina and C Krishna Mohan, Classification of human actions using pose-based features and stacked auto encoder., Pattern Recognition Letters (Elsevier). InPress. doi:10.1016/j.patrec.2016.03.021

Debaditya Roy, M. Srinivas and C. Krishna Mohan. “Sparsity-inducing Dictionaries for Effective Action Classification'', Pattern Recognition (Elsevier), InPress. doi : http://dx.doi.org/10.1016/j.patcog.2016.03.011

Earnest Paul Ijjina and Krishna Mohan Chalavadi, Human action recognition using genetic algorithms and convolutional neural networks., Pattern Recognition (Elsevier), InPress. doi: 10.1016/j.patcog.2016.01.012

 

2015

Earnest Paul Ijjina, C. Krishna Mohan, "Hybrid deep neural network model for human action recognition." Applied Soft Computing (Elsevier), InPress. doi: 10.1016/j.asoc.2015.08.025

M. Srinivas, R. Ramu Naidu, C. S. Sastry, and C. Krishna Mohan. "Content based medical image retrieval using dictionary learning." Neurocomputing (Elsevier), vol. 168, pp. 880-895, Nov. 2015. doi: 10.1016/j.neucom.2015.05.036

M. Srinivas, Tony Basil, and C. Krishna Mohan. "Adaptive learning based heartbeat classification." Bio-Medical Materials and Engineering, vol. 26, no. 1, pp. 49-55, Oct. 2015. doi: 10.3233/BME-151552

N. Pattabhi Ramaiah, and C. Krishna Mohan. "Iris classification based on sparse representations using on-line dictionary learning for large-scale de-duplication applications." SpringerPlus, vol. 4, no. 1, pp. 238, May 2015. doi: 10.1186/s40064-015-0971-1

 

2010 and earlier

C. Krishna Mohan and B. Yegnanarayana. "Classification of sport videos using edge-based features and autoassociative neural network models." Signal, Image and Video Processing (Springer), vol. 4, no. 1, pp. 61-73, Dec. 2008. doi: 10.1007/s11760-008-0097-9


2017

C. Vishnu, Dinesh Singh, C. Krishna Mohan and Ch. Sobhan Babu,  Detection of Motorcyclists without Helmet in Videos using Convolutional Neural Network, accepted in International Joint Conference on Neural Network (IJCNN 2017).

Debaditya Roy, K. Sri Rama Murty and C. Krishna Mohan. “Action-vectors: Unsupervised Movement Modelling for Action Recognition”, To appear in Acoustics, Speech, and Signal Processing (ICASSP), IEEE International Conference on, 2017.

 

2016
Srinivas, M., Debaditya Roy, and C. Krishna Mohan. "Discriminative feature extraction from X-ray images using deep convolutional neural networks." 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2016.
 

2015

A Tirupathi Rao, N. Pattabhi Ramaiah and C. Krishna Mohan, "Nearest Neighbor Minutia Quadruplets based Fingerprint Matching with Reduced Time and Space Complexity," in Proc. IEEE International Conference on Machine Learning and Applications (ICMLA 2015), Miami, Florida, Dec. 2015.

M. Srinivas and C. Krishna Mohan, "Multi-level classification : A generic classification method for medical data sets" in Proc, IEEE International Conference on E-health Networking, Application & Services (Healthcom 2015), Boston, USA, Oct. 2015

N. Pattabhi Ramaiah, N. Srilatha, C. Krishna Mohan, "Sparsity-Based Iris Classification Using Iris Fiber Structures" in Proc. IEEE Int. Conf. of Biometrics Special Interest Group (BIOSIG 2015), Darmstadt, Germany, pp. 1 – 4, Sept. 2015. doi: 10.1109/BIOSIG.2015.7314621

Debaditya Roy, K. Murty, and C. Krishna Mohan. "Feature selection using deep neural networks." in Proc. IEEE Int. Joint Conf. on Neural Networks (IJCNN 2015), Tempe, Miami, USA, pp. 1-6, July 2015. doi: 0.1109/IJCNN.2015.7280626

M. Srinivas, R. Bharath, P. Rajalakshmi, and C. Krishna Mohan. "Sparseland model for speckle suppression of B-mode ultrasound images." in Proc. IEEE Nat. Conf. on Communications (NCC 2015), IIT Bombay, Mumbai, India, pp. 1-6, Mar. 2015. doi: 10.1109/NCC.2015.7084842

Debaditya Roy, M. Srinivas, and C. Krishna Mohan. "Sparsifying dense features for action classification." in Proc. ACM Int. Conf. on Perception and Machine Intelligence (PerMIn 2015), ISI Kolkata, India, pp. 211-217, Feb. 2015. doi: 10.1145/2708463.2709047

Earnest Paul Ijjina, and C. Krishna Mohan. "Human action recognition based on motion capture information using fuzzy convolution neural networks." in Proc. IEEE Int. Conf. on Advances in Pattern Recognition (ICAPR 2015), ISI Kolkata, India, pp. 1-6, Jan. 2015. doi: 10.1109/ICAPR.2015.7050706

 

2014

Earnest Paul Ijjina, and C. Krishna Mohan. "Facial expression recognition using kinect depth sensor and convolutional neural networks." in Proc. IEEE Int. Conf. on Machine Learning and Applications (ICMLA 2014), Detroit, USA, pp. 392-396, Dec. 2014. doi: 10.1109/ICMLA.2014.70

Earnest Paul Ijjina, and C. Krishna Mohan. "One-shot periodic activity recognition using convolutional neural networks." in Proc. IEEE Int. Conf. on Machine Learning and Applications (ICMLA 2014), Detroit, USA, pp. 388-391, Dec. 2014. doi: 10.1109/ICMLA.2014.69

Earnest Paul Ijjina, and C. Krishna Mohan. "Human action recognition based on recognition of linear patterns in action bank features using convolutional neural networks." in Proc. IEEE Int. Conf. on Machine Learning and Applications (ICMLA 2014), Detroit, USA, pp. 178-182, Dec. 2014. doi: 10.1109/ICMLA.2014.33

Earnest Paul Ijjina, and C. Krishna Mohan. "Human action recognition based on MOCAP information using convolution neural networks." in Proc. IEEE Int. Conf. on Machine Learning and Applications (ICMLA 2014), Detroit, USA, pp. 159-164, Dec. 2014. doi: 10.1109/ICMLA.2014.30

Earnest Paul Ijjina, and C. Krishna Mohan. "View and illumination invariant object classification based on 3D color histogram using convolutional neural networks." in Proc. Asian Conf. on Computer Vision (ACCV 2014) Workshops, Singapore, pp. 316-327, Nov. 2014. doi: 10.1007/978-3-319-16628-5_23

Earnest Paul Ijjina, and C. Krishna Mohan. "Human action recognition using action bank features and convolutional neural networks." in Proc. Asian Conf. on Computer Vision (ACCV 2014) Workshops, Singapore, pp. 328-339, Nov. 2014. doi: 10.1007/978-3-319-16628-5_24

N. Pattabhi Ramaiah, A Tirupathi Rao, and C. Krishna Mohan. "Enhancements to latent fingerprints in forensic applications." in Proc. IEEE Int. Conf. on Digital Signal Processing (DSP 2014), Hong Kong, pp. 439-443, Aug. 2014. doi: 10.1109/ICDSP.2014.6900702

M. Srinivas, Debaditya Roy, and C. Krishna Mohan. "Learning sparse dictionaries for music and speech classification." in Proc. IEEE Int. Conf. on Digital Signal Processing (DSP 2014), Hong Kong, pp. 673-675, Aug. 2014. doi: 10.1109/ICDSP.2014.6900749

M. Srinivas, and C. Krishna Mohan. "Medical images modality classification using multi-scale dictionary learning." in Proc. IEEE Int. Conf. on Digital Signal Processing (DSP 2014), Hong Kong, pp. 621-625, Aug. 2014. doi: 10.1109/ICDSP.2014.6900739

Shyju Wilson, M. Srinivas, and C. Krishna Mohan. "Dictionary based action video classification with action bank." in Proc. IEEE Int. Conf. on Digital Signal Processing (DSP 2014), Hong Kong, pp. 597-600, Aug. 2014. doi: 0.1109/ICDSP.2014.6900734

M. Srinivas, Debaditya Roy, and C. Krishna Mohan. "Music genre classification using on-line dictionary learning." in Proc. IEEE Int. Joint Conference on Neural Networks (IJCNN 2014), Arlington, USA, pp. 1937-1941, July 2014. doi: 0.1109/IJCNN.2014.6889516

 

2011

N. Pattabhi Ramaiah, and C. Krishna Mohan. "De-noising slap fingerprint images for accurate slap fingerprint segmentation." in Proc. IEEE Int. Conf. on Machine Learning and Applications and Workshops (ICMLA 2011), vol. 1, Honolulu, Hawaii, pp. 208-211, Dec. 2011. doi: 10.1109/ICMLA.2011.52

N. Pattabhi Ramaiah, and C. Krishna Mohan. "ROI-based tissue type extraction and volume estimation in 3D brain anatomy." in Proc. Int. Conf. on Image Information Processing (ICIIP 2011), Shimla, India, pp. 1-5, Nov. 2011. doi: 10.1109/ICIIP.2011.6108941

 

2010 and earlier

M. Srinivas, and C. Krishna Mohan. "Efficient clustering approach using incremental and hierarchical clustering methods." in Proc. Int. Joint Conf. on Neural Networks (IJCNN 2010), Barcelona, Spain, pp. 1-7, July 2010. doi: 10.1109/IJCNN.2010.5596666

C. Krishna Mohan, N. Dhananjaya, and B. Yegnanarayana. "Video shot segmentation using late fusion technique." in Proc. Int. Conf. on Machine Learning and Applications (ICMLA 2008), San Diego, USA, pp. 267-270, Dec. 2008. doi: 10.1109/ICMLA.2008.88

C. Krishna Mohan, Suryakanth V. Gangashetty, and B.Yegnanarayana, "Categorization of sports videos using SVMs" in Proc. Int. Conf. on Cognitive and Neural Systems (ICCNS 2007), Boston, USA, pp. 47, May 2007.

C. Krishna Mohan, N. Dhananjaya, Suryakanth V. Gangashetty, and B.Yegnanarayana, "Sports video classification using autoassociative neural network models" in Proc. Int. conf. on cognitive and neural systems (ICCNS 2006), Boston, USA, pp. 30, May 2006.

Vakkalanka Suresh, C. Krishna Mohan, R. Kumara Swamy, and B. Yegnanarayana. "Content-based video classification using support vector machines." in Proc. Int. Conf. on Neural Information Processing (ICONIP 2004), Calcutta, India, pp. 726-731, Nov. 2004. doi: 10.1007/978-3-540-30499-9_111