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Publications

2022

[J34]. Ashutosh Kulkarni, Prashant W Patil, Subrahmanyam Murala, “Progressive Subtractive Recurrent Lightweight Network for Video Deraining,” IEEE Signal Processing Letters, 2022. (Accepted) (PDF) (Impact Factor: 3.109)

2021

[J33]. Prashant Patil, Akshay Dudhane, Ashutosh K, Subrahmanyam Murala  Anil Balaji Gonde and Sunil Gupta, “An Unified Recurrent Video Object Segmentation Framework for Various Surveillance Environments,”, IEEE Transactions on Image Processing, 2021. (Accepted) (PDF) (Impact Factor: 10.856)

[J32]. Praful Hambarde, Subrahmanyam Murala and Abhinav Dhall, “UW-GAN: Single Image Depth Estimation and Image Enhancement for Underwater Images,”, IEEE Transactions on Instrumentation & Measurement, 2021. (Accepted) (PDF) (Impact Factor: 4.016)

[J31]. Shruti Phutke and Subrahmanyam Murala, “Diverse Receptive Field-based Adversarial Concurrent Encoder Network for Image Inpainting,”, IEEE Signal Processing Letters, 2021. (Accepted) (PDF) (Impact Factor: 3.109)

[J30]. Prashant Patil, Akshay Dudhane, Subrahmanyam Murala and Anil Balaji Gonde, “Deep Adversarial Network for Scene Independent Moving Object Segmentation,”, IEEE Signal Processing Letters, 2021. (Accepted) (PDF) (Impact Factor: 3.109)

[J29]. Prashant W Patil, Akshay Dudhane, Sachin Chaudhary and Subrahmanyam Murala, “Multi-frame based Adversarial Learning Approach for Video Surveillance,”, Pattern Recognition, 2021. (Accepted) (PDF) (Impact Factor: 7.74)

[J28]. Nancy Mehta and Subrahmanyam Murala and Sanjay Talbar, “MSAR-Net: Multi-scale Attention based Light-Weight Image Super-Resolution,”, Pattern Recognition Letters, 2021. (Accepted) (PDF) (Impact Factor: 3.756)

[J27]. Sachin Chaudhary, Akshay Dudhane, Prashant W Patil, Subrahmanyam Murala and Sanjay Talbar, “Motion Estimation in Hazy Videos,”, Pattern Recognition Letters, 150, 130-138, 2021. (Accepted) (PDF) (Impact Factor: 3.756)

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[C25]. Prashant Patil, Akshay Dudhane and Subrahmanyam Murala, “Multi-frame Recurrent Adversarial Network for Moving Object Segmentation,” WACV-2021, Waikoloa, Hawaii, USA, 2021. (Accepted). (PDF).

[C24]. Gourav Wadhwa, Abhinav Dhall, Subrahmanyam Murala and Usman Tariq, “Hyperrealistic Image Inpainting with Hypergraphs,” WACV-2021, Waikoloa, Hawaii, USA, 2021. (Accepted). (PDF).

2020

[J26]. Prashant W Patil, Akshay Dudhane and Subrahmanyam Murala, “End-to-End Recurrent Generative Adversarial Network for Traffic and Surveillance Applications,” IEEE Transactions on Vehicular Technology, 2020. (Accepted). (PDF). (Impact Factor: 5.379)

[J25]. Praful Hambarde and Subrahmanyam Murala, “S2DNet: Depth Estimation from Single Image and Sparse Samples,”, IEEE Transactions on Computational Imaging, 2020. (Accepted) (PDF) (Impact Factor: 4.546)

[J24]. Akshay Dudhane, Praful Hambarde, Prashant Patil and Subrahmanyam Murala, “Deep Underwater Image Restoration and Beyond,”, IEEE Signal Processing Letters, 2020. (Accepted) (PDF) (Impact Factor: 3.105)

[J23]. Akshay Dudhane, Prashant Patil and Subrahmanyam Murala, “An End-to-End Network for Image De-hazing and Beyond,”, IEEE Transactions on Emerging Topics in Computational Intelligence, 2020. (Accepted) (PDF)

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[C23]. Akshay Dudhane, Kuldeep Biradar, Prashant Patil, Praful Hambarde and Subrahmanyam Murala, “Varicolored Image De-hazing,” CVPR-2020, Seattle, Washington, USA 2020. (Accepted). (PDF). 

[C22]. Prashant Patil, Kuldeep Biradar, Akshay Dudhane and Subrahmanyam Murala, “An End-to-End Edge Aggregation Network for Moving Object Segmentation,” CVPR-2020, Seattle, Washington, USA 2020. (Accepted). (PDF). 

[C21]. Praful Hambarde, Akshay Dudhane, Prashant W Patil, Subrahmanyam Murala and Abhinav Dhall, “Depth Estimation From Single Image And Semantic Prior,” ICIP-2020, Abu Dhabi, UAE, 1441-1445, 2020. (PDF). 

2019

[J22]. Akshay Dudhane  and Subrahmanyam Murala, “RYF-Net: Deep Fusion Network for Single Image Haze Removal,” IEEE Transactions on Image Processing, 2019. (Accepted). (PDF). (Impact Factor: 9.34)

[J21]. Monu Verma, Santosh K Vipparthi, Girdhari Singh and Subrahmanyam Murala, “LEARNet: Dynamic Imaging Network for Micro Expression Recognition,” IEEE Transactions on Image Processing, 2019. (Accepted). (PDF). (Impact Factor: 9.34)

[J20]. Prashant W Patil and Subrahmanyam Murala, “MSFgNet: A Novel Compact End-to-End Deep Network for Moving Object Detection,” IEEE Transactions on Intelligent Transportation Systems, 2019. (Accepted). (PDF). (Impact Factor: 6.319)

[J19]. Murari Mandal, Monu Verma, Sonakshi Mathur, Santosh Vipparthi, Subrahmanyam Murala, Kranthi D, “RADAP: Regional Adaptive Affinitive Patterns with Logical Operators for Facial Expression Recognition,” IET Image Processing, 2019. (Accepted). (PDF). (Impact Factor: 2.004)

[J18]. Akshay Dudhane and Subrahmanyam Murala, “Cardinal color fusion network for single image haze removal,” Machine Vision and Applications, 30 (2), pp. 231-242, 2019. (PDF). (Impact Factor: 1.788)

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[C20] Akshay Dudhane and Subrahmanyam Murala, “CDNet: Single Image De-Hazing Using Unpaired Adversarial Training,”  WACV-2019, pp. 1147-1155, Waikoloa Village, Hawaii, USA, 2019. (PDF).

[C19] Prashant W. Patil and Subrahmanyam Murala, “FgGAN: A Cascaded Unpaired Learning for Background Estimation and Foreground Segmentation,”, WACV-2019, pp. 1770-1778, Waikoloa Village, Hawaii, USA, 2019. (Accepted) (PDF).

[C18] Akshay Dudhane and Subrahmanyam Murala, “RI-GAN: An End-To-End Network for Single Image Haze Removal,”, CVPRW-2019, USA, 2019. (Accepted)

[C17] Prashant W Patil, Akshay Dudhane, Subrahmanyam Murala, “Motion Saliency Based Generative Adversarial Network For Underwater Moving Object Segmentation,” ICIP-2019, Taipei, Taiwan, 2019. (Accepted)

[C16] Praful Hambarde, Akshay Dudhane, Subrahmanyam Murala, “Single Image Depth Estimation Using Deep Adversarial Training,” ICIP-2019, Taipei, Taiwan, 2019. (Accepted)

[C15] Omkar Thawakar, Prashant Patil, Akshay D, Subrahmanyam Murala and Uday Kulkarni, “Image and Video Super Resolution using Recurrent Generative Adversarial Network,” AVSS-2019, Taipei, Taiwan, 2019. (Accepted)

[C14] Sachin Chaudhary, Akshay D and Subrahmanyam Murala, “Pose Guided Dynamic Image Network for Human Action Recognition in Person Centric Videos,” AVSS-2019, Taipei, Taiwan, 2019. (Accepted)

2018

[J17]. Murari Mandal Santosh Kumar Vipparthi, Mallika Chaudhary, Subrahmanyam Murala, A. B. Gonde and S. K. Nagar, ANTIC: ANTithetic Isomeric Cluster Patterns for Medical Image Retrieval and Change Detection” IET Computer Vision, 2018. (Accepted) (Impact Factor: 1.683)

[J16]. Sachin Chaudhary and Subrahmanyam Murala, “Depth Based End-to-End Deep Network for Human Action Recognition,” IET Computer Vision, 2018 (Accepted) (Impact Factor: 1.683)

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[C13]  Akshay Dudhane and Subrahmanyam Murala, “LEDNet: Deep Network for Single Image Haze Removal,” ICVGIP-2018, IIIT Hyderabad, India, 2018. (Accepted) (PDF).

[C12] Sachin Chaudhary and Subrahmanyam Murala, “TSNet: Deep Network for Human Action Recognition in Hazy Videos,” SMC-2018, Miyazaki, Japan, 2018. (Accepted)

[C11] Prashant W. Patil , Subrahmanyam Murala, Abhinav Dhall and Sachin Chaudhary, “MsEDNet: Multi-Scale Deep Saliency Learning for Moving Object Detection,”, SMC-2018, Miyazaki, Japan, 2018. (Accepted)

[C10] Murari Mandal, Prafulla Saxena, Santosh Kumar Vipparthi and Subrahmanyam Murala, “CANDID: Robust Change Dynamics and Deterministic Update Policy for Dynamic Background Subtraction,” ICPR-2018, Beijing, China, 2018. (Accepted)

[C9]  Akshay Dudhane and Subrahmanyam Murala, “C2MSNet: A novel approach for single image haze removal,” WACV-2018, Lake Tahoe, USA, 2018. (Accepted) (PDF).

2017

[C8]  Naquid Khalili, Chandan Prasad, Vedprakash M, Sachin Chaudhary and Subrahmanyam Murala, “Local Auxiliary-Color Maximum Vector Pattern: A New Feature Descriptor for Image Indexing and Retrieval,” TENCON-2017, Penang, Malaysia, 2017. (Accepted).

[C7] Gajanan Galshetwar, L. Waghmare, A. B. Gonde and Subrahmanyam Murala, “Edgy Salient Local Binary Patterns in Inter-plane Relationship for Image Retrieval in Diabetic Retinopathy,” ICACC-2017, Kochi, India, 2017. (Accepted).

2016

[J15]. Santosh Kumar Vipparthi, Subrahmanyam MuralaAnil Balaji Gonde and Q. M. Jonathan Wu, “Local Directional Mask Maximum Edge Patterns for Image Retrieval and Face Recognition,” IET Computer Vision, 10 (3), 182-192, 2016. (PDF) (Impact Factor: 1.683)

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[C6] Gitesh Agarwal, Satya Prakash Mishra, Satyendra Maurya, Sachin Chaudhary and Subrahmanyam Murala, “Local Peak Valley Co-occurrence Patterns: A New Feature Descriptor for Image Retrieval,” IConSIP-2016, Nanded, Maharastra, India (Accepted).

[C5] A. B Gonde, Subrahmanyam Murala, S. K. Vipparthi, R. P. Maheshwari, R. Balasubramanian, “3D Local Transform Patterns: A New Feature Descriptor for Image Retrieval,” CVIP-2016, IIT Roorkee, India

2015

[J14]. Santosh Kumar Vipparthi, Subrahmanyam Murala and S. K. Nagar, “Dual directional multi-motif XOR patterns: A new feature descriptor for image indexing and retrieval,” Optik – International Journal for Light and Electron Optics, 126 (15-16), 1467-1473, 2015, (Elsevier). (PDF) (Impact Factor: 1.914)

[J13]. Santosh Kumar Vipparthi, Subrahmanyam MuralaS. K. Nagar and Anil Balaji Gonde, “Local Gabor Maximum Edge Position Octal Patterns for Image Retrieval,” Neurocomputing, 167 (1), 336-345, 2015, (Elsevier). (PDF) (Impact Factor: 4.072)

[J12]. Manisha Verma, Balasubramanian Raman and Subrahmanyam Murala, “Local extrema co-occurrence pattern for color and texture image retrieval,” Neurocomputing, 165 (1), 255-269, 2015. (Elsevier). (PDF) (Impact Factor: 4.072)

[J11]. Subrahmanyam Murala and Q. M. Jonathan Wu, “Spherical Symmetric 3D Local Ternary Patterns for Natural, Texture and Biomedical Image Indexing and Retrieval,” Neurocomputing149 (C) 1502-1514, 2015. (Elsevier). (PDF) (Impact Factor: 4.072)

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2014

[J10]. Subrahmanyam Murala and Q. M. Jonathan Wu, “Expert Content-Based Image Retrieval System Using Robust Local Patterns,” Journal of Visual Communication and Image Representation, 28 (6), 1324-1334, 2014. (Elsevier). (PDF) (Impact Factor: 2.259)

[J9]. Subrahmanyam Murala and Q. M. Jonathan Wu, “Local Mesh Patterns Versus Local Binary Patterns: Biomedical Image Indexing and Retrieval,” IEEE  Journal of Biomedical and Health Informatics, 18 (3), 929-938, 2014. (PDF) (Impact Factor: 4.21)

[J8]. Subrahmanyam Murala and Q. M. Jonathan Wu, “MRI and CT image indexing and retrieval using local mesh peak valley edge patterns,” Signal Processing: Image Communication, 29 (3), 400-409, 2014.(Elsevier). (PDF) (Impact Factor: 2.814)

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2013

[J7]. Subrahmanyam Murala and Q. M. Jonathan Wu, “Local Ternary Co-occurrence Patterns: A New Feature Descriptor for MRI and CT Image Retrieval,” Neurocomputing, 119 (7), 399-412, 2013. (Elsevier).(PDF) (Impact Factor: 4.072)

[J6]. Subrahmanyam Murala, Q. M. Jonathan Wu, R. P. Maheshwari and R. Balasubramanian, “Modified color motif co-occurrence matrix for image indexing and retrieval,” Computers & Electrical Engineering,39 (3), 762-774, 2013. (Elsevier). (PDF)(Impact Factor: 2.189)

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[C4] Subrahmanyam Murala and Q. M. Jonathan Wu, “Peak Valley Edge Patterns: A New Descriptor for Biomedical Image Indexing and Retrieval,” Workshop CVPR-2013, 444-449, Portland, Oregon, USA.

[C3] Subrahmanyam Murala, Q. M. Jonathan Wu, R. Balasubramanian and R. P. Maheshwari, “Joint Histogram Between Color and Local Extrema Patterns for Object Tracking,” SPIE-2013San Francisco, USA.

2012

[J5]. Subrahmanyam Murala, R. P. Maheshwari, R. Balasubramanian, “Local Tetra Patterns: A New Feature Descriptor for Content Based Image Retrieval,” IEEE Transactions on Image Processing, 21 (5), 2874-2886, 2012. (PDF)(Impact Factor: 6.79) 

[J4]. Subrahmanyam Murala, R. P. Maheshwari, R. Balasubramanian, “Expert System Design Using Wavelet and Color Vocabulary Trees for Image Retrieval,” Expert Systems With Applications, 39, 5104-5114, 2012, (Elsevier). (PDF)(Impact Factor: 4.292)

[J3]. Subrahmanyam Murala, R. P. Maheshwari, R. Balasubramanian, “Local Maximum Edge Binary Patterns: A New Descriptor for Image Retrieval and Object Tracking,” Signal Processing, 92, 1467-1479, 2012, (Elsevier). (PDF) (Impact Factor: 4.086)(3rd Position in Top 25 Hottest Articles for January to December 2012) (Link)

[J2]. Subrahmanyam Murala, R. P. Maheshwari, R. Balasubramanian, Directional Binary Wavelet Patterns for Biomedical Image Indexing and Retrieval,” Journal of Medical Systems, 36(5), 2865-2879, 2012. (Springer). (PDF)(Impact Factor: 2.415)

[J1]. Subrahmanyam Murala, R. P. Maheshwari and R. Balasubramanian, “Directional Local Extrema Patterns:A New Descriptor for Content Based Image Retrieval,” International Journal of Multimedia Information Retrieval, 1(3), 191-203, 2012. (Springer) (PDF).

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[C2] K. V. Rayudu, Subrahmanyam Murala, and Vinod kumar, “Denoising of Ultrasound Images using Curvelet Transform,” ICCAE-2010, Singapore, 3, 447-451, 2010.

[C1] Subrahmanyam Murala, Anil Balaji Gonde, and R. P. Maheshwari, “Color and Texture Features for Image Indexing and Retrieval,” IACC-2009, Thapar University, Patiala, India, 1411-1416, 2009.


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