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Personal Details
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| Name | Dr Sonam Nahar |
| Designation | Assistant Professor |
| Department | Department of Computer Science and Engineering, School of Technology |
| Email | Sonam.Nahar@sot.pdpu.ac.in |
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Educational Qualifications
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| B.E. (Information Technology, Manikya Lal Verma Textile Engineering College), 2008 |
| M.Tech. (Machine Intelligence, Dhirubhai Ambani Institute of Information and Communication Technology), 2010 |
| Ph.D (Computer Vision , Dhirubhai Ambani Institute of Information and Communication Technology), 2017 |
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Professional Affiliation
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Awards
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| Awarded travel grant by International Association of Pattern Recognition (IAPR) for
presenting research paper in 23rd international conference on pattern recognition (ICPR), 2016. |
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Publications / Articles / Conference
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| Published Papers in Journals |
| 'A Learned Sparseness and IGMRF based Regularization Framework for Dense Disparity Estimation using Unsupervised Feature Learning', IPSJ Transactions on Computer Vision and Applications, Feb 2017 |
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| Full Papers in Conference Proceedings |
| 'A Unified Convolutional Neural Network for Gait Recognition', 7th Asian Conference on Pattern Recognition , pp. 230-242, Nov 2023, DOI : https://doi.org/10.1007/978-3-031-47637-2_18 |
| 'A Model Free Gait Recognition using Random Forest Method', 2nd International Conference on Machine Learning and Data Engineering, pp. 1-8, Nov 2023, DOI : 0 |
| 'Cross View and Cross Walking Gait Recognition Using a Convolutional Neural Network', 8th International Conference on Computer Vision and Image Processing, pp. 1-14, Nov 2023, DOI : NA |
| '“A Regularization Framework for Stereo Matching using IGMRF Prior and Sparseness Learned from Autoencoder', IEEE International Conference on Image Processing, Sep 2016 |
| 'Dense Disparity Estimation Based on Feature Matching and IGMRF Regularization', 23rd International Conference on Pattern Recognition, Dec 2016 |
| 'A Learned Overcomplete Sparseness and IGMRF based Regularization Framework for Dense Disparity Estimation', Asian Conference on Pattern Recognition , Nov 2015 |
| 'A Learning Based Approach for Dense Stereo Matching with IGMRF Prior', National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics, Dec 2013 |
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| Papers presented in Conferences, Seminars, Workshops, Symposia |
| 'A Model Free Gait Recognition using Random Forest Method', 2nd International Conference on Machine Learning and Data Engineering, Nov 2023 |
| 'A Unified Convolutional Neural Network for Gait Recognition', 7th Asian Conference on Pattern Recognition, Nov 2023 |
| 'Cross View and Cross Walking Gait Recognition Using a Convolutional Neural Network', 8th International Conference on Computer Vision and Image Processing, Nov 2023 |
| 'People Identification using Gait Biometrics', 2nd Research Symposium, Mar 2022 |
| 'A Regularization Framework for Stereo Matching using IGMRF Prior and Sparseness Learned from Autoencoder', 23rd IEEE International Conference on Image Processing, Sep 2016 |
| 'Dense Disparity Estimation Based on Feature Matching and IGMRF Regularization', 23rd International Conference on Pattern Recognition, Dec 2016 |
| 'A Learned Overcomplete Sparseness and IGMRF based Regularization Framework for Dense Disparity Estimation', 3rd Asian Conference on Pattern Recognition , Nov 2015 |
| 'A Learning Based Approach for Dense Stereo Matching with IGMRF Prior', 4th National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics, Dec 2013 |
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