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Publications

	Year	Authors	Title
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	2022	Kulkarni, Ashutosh and Murala, Subrahmanyam	Wipernet: A lightweight multi-weather restoration network for enhanced surveillance IEEE Transactions on Intelligent Transportation Systems, 23(12), pp24488--24498
	2024	Saxena, Prafulla and Tyagi, Dinesh Kumar and Vipparthi, Santosh Kumar and Murala, Subrahmanyam	WARMOS: Enhancing Weather-Affected Referred Moving Object Segmentation , pp105--117
	2024	Tyagi, Dinesh Kumar and Vipparthi, Santosh Kumar and Murala, Subrahmanyam and others	WARMOS: Enhancing Weather-Affected Referred Moving Object Segmentation , pp102--114
	2020	Dudhane, Akshay and Biradar, Kuldeep M and Patil, Prashant W and Hambarde, Praful and Murala, Subrahmanyam	Varicolored image de-hazing , pp4564--4573
	2021	Hambarde, Praful and Murala, Subrahmanyam and Dhall, Abhinav	UW-GAN: Single-image depth estimation and image enhancement for underwater images IEEE Transactions on Instrumentation and Measurement, 70, pp1--12
	2025	Mishra, Priyanka and Mehta, Nancy and Vipparthi, Santosh Kumar and Murala, Subrahmanyam	USWformer: Efficient Sparse Wavelet Transformer for Underwater Image Enhancement , pp3372--3382
	2025	Mishra, Priyanka and Mehta, Nancy and Vipparthi, Santosh Kumar and Murala, Subrahmanyam	Uswformer: Efficient sparse wavelet transformer for underwater image enhancement , pp3372--3382
	2025	Patil, Prashant W and Randive, Santosh Nagnath and Gupta, Sunil and Rana, Santu and Venkatesh, Svetha and Murala, Subrahmanyam	Unpaired recurrent learning for real-world video de-hazing Pattern Recognition, pp111698
	2022	Kulkarni, Ashutosh and Phutke, Shruti S and Murala, Subrahmanyam	Unified Transformer Network for Multi-Weather Image Restoration , pp344--360
	2022	Kulkarni, Ashutosh and Patil, Prashant W and Murala, Subrahmanyam and Gupta, Sunil	Unified Multi-Weather Visibility Restoration IEEE Transactions on Multimedia
	2023	Khan, MD Raqib and Kulkarni, Ashutosh and Phutke, Shruti S and Murala, Subrahmanyam	Underwater Image Enhancement with Phase Transfer and Attention , pp1--8
	2024	Mishra, Priyanka and Vipparthi, Santosh Kumar and Murala, Subrahmanyam	U-ENHANCE: Underwater Image Enhancement Using Wavelet Triple Self-Attention , pp84--101
	2024	Shakya, Amit and Saharan, Revat and Gupta, Chetan and Kumar, Rupesh and Sharma, Lalit and Naidu, Srivatsava and Murala, Subrahmanyam and Arora, Chetan	Two-Stage, Global-Local Approach for Cell Nuclei Segmentation in Histopathology Images , pp1--6
	2018	Chaudhary, Sachin and Murala, Subrahmanyam	Tsnet: deep network for human action recognition in hazy videos , pp3981--3986
	2025	Ahmad, Shahzad and Bano, Sania and Chanda, Sukalpa and Vipparthi, Santosh Kumar and Murala, Subrahmanyam	TRUST: Time-Domain Residual Unsupervised Stability Technique for Improved Heart Rate Estimation , pp4046--4055
	2025	Mishra, Priyanka and Khan, MD Raqib and Phutke, Shruti S and Vipparthi, Santosh Kumar and Murala, Subrahmanyam	TransWaveNet: Transformer for Underwater Image Restoration with Wavelets IEEE Transactions on Artificial Intelligence
	2025	Sun, Lei and Guo, Hang and Ren, Bin and Van Gool, Luc and Timofte, Radu and Li, Yawei and Kong, Xiangyu and Park, Hyunhee and Yu, Xiaoxuan and Han, Suejin and others	The tenth ntire 2025 image denoising challenge report arXiv preprint arXiv:2504.12276
	2025	Ren, Bin and Guo, Hang and Sun, Lei and Wu, Zongwei and Timofte, Radu and Li, Yawei and Zhang, Yao and Chai, Xinning and Cheng, Zhengxue and Qin, Yingsheng and others	The tenth NTIRE 2025 efficient super-resolution challenge report arXiv preprint arXiv:2504.10686
	2015	Murala, Subrahmanyam and Wu, QM Jonathan	Spherical symmetric 3D local ternary patterns for natural, texture and biomedical image indexing and retrieval Neurocomputing, 149, pp1502--1514
	2024	Khan, Raqib and Mishra, Priyanka and Mehta, Nancy and Phutke, Shruti S and Vipparthi, Santosh Kumar and Nandi, Sukumar and Murala, Subrahmanyam	Spectroformer: Multi-Domain Query Cascaded Transformer Network for Underwater Image Enhancement , pp1454--1463
	2019	Hambarde, Praful and Dudhane, Akshay and Murala, Subrahmanyam	Single image depth estimation using deep adversarial training , pp989--993
	2020	Hambarde, Praful and Murala, Subrahmanyam	S2DNet: Depth estimation from single image and sparse samples IEEE Transactions on Computational Imaging, 6, pp806--817
	2019	Dudhane, Akshay and Murala, Subrahmanyam	RYF-Net: Deep fusion network for single image haze removal IEEE Transactions on Image Processing, 29, pp628--640
	2022	Patil, Prashant and Singh, Jasdeep and Hambarde, Praful and Kulkarni, Ashutosh and Chaudhary, Sachin and Murala, Subrahmanyam	Robust Unseen Video Understanding for Various Surveillance Environments , pp1--8
	2019	Dudhane, Akshay and Singh Aulakh, Harshjeet and Murala, Subrahmanyam	Ri-gan: An end-to-end network for single image haze removal
	2019	Mandal, Murari and Verma, Monu and Mathur, Sonakshi and Vipparthi, Santosh Kumar and Murala, Subrahmanyam and Kranthi Kumar, Deveerasetty	Regional adaptive affinitive patterns (RADAP) with logical operators for facial expression recognition IET Image Processing, 13(5), pp850--861
	2024	Saxena, Prafulla and Roy, Susim Mukul and Tyagi, Dinesh Kumar and Vipparthi, Santosh Kumar and Murala, Subrahmanyam and Balasubramanian, R	RefMOS: A Robust Referred Moving Object Segmentation framework based on text query , pp1--7
	2026	Bayal, Shashank and Govind, Dawane Rushikesh and Komal and Vipparthi, Santosh Kumar and Murala, Subrahmanyam	QuEENet: Quantum-Enhanced Expressive Network for Image Classification
	2025	Gautam, Arnim and Pawar, Aditi and Joshi, Aishwarya and Tazi, Satya Narayan and Chaudhary, Sachin and Hambarde, Praful and Dudhane, Akshay and Vipparthi, Santosh and Murala, Subrahamanyam	Pureformer: Transformer-based image denoising , pp1441--1449
	2025	Ahmad, Shahzad and Bano, Sania and Verma, Sachin and Rawat, Yogesh Singh and Chanda, Sukalpa and Vipparthi, Santosh Kumar and Murala, Subrahmanyam	PULSE: Physiological Understanding with Liquid Signal Extraction , pp4574--4584
	2022	Phutke, Shruti S and Murala, Subrahmanyam	Pseudo decoder guided light-weight architecture for image inpainting IEEE Transactions on Image Processing, 31, pp6577--6590
	2021	Kulkarni, Ashutosh and Patil, Prashant W and Murala, Subrahmanyam	Progressive subtractive recurrent lightweight network for video deraining IEEE Signal Processing Letters, 29, pp229--233
	2025	Singh, Siddharth and Mehta, Nancy and Prakash, KN and Vipparthi, Santosh Kumar and Murala, Subrahmanyam	Probing Attention-Driven Normalizing Flow Network for Low-Light Image Enhancement , pp137--151
	2019	Chaudhary, Sachin and Dudhane, Akshay and Patil, Prashant and Murala, Subrahmanyam	Pose guided dynamic image network for human action recognition in person centric videos , pp1--8
	2025	Khan, MD Raqib and Negi, Anshul and Kulkarni, Ashutosh and Phutke, Shruti S and Vipparthi, Santosh Kumar and Murala, Subrahmanyam	Phaseformer: Phase-based Attention Mechanism for Underwater Image Restoration and Beyond , pp9618--9629
	2013	Murala, Subrahmanyam and Wu, QM	Peak valley edge patterns: a new descriptor for biomedical image indexing and retrieval , pp444--449
	2024	Hambarde, Praful and Wadhwa, Gourav and Vipparthi, Santosh Kumar and Murala, Subrahmanyam and Dhall, Abhinav	Occlusion Boundary Prediction and Transformer Based Depth-Map Refinement From Single Image ACM Transactions on Multimedia Computing, Communications and Applications
	2025	Chen, Zheng and Liu, Kai and Gong, Jue and Wang, Jingkai and Sun, Lei and Wu, Zongwei and Timofte, Radu and Zhang, Yulun and Kong, Xiangyu and Yu, Xiaoxuan and others	NTIRE 2025 Challenge on Image Super-Resolution ($$\backslash$times $4): Methods and Results arXiv preprint arXiv:2504.14582
	2023	Vasluianu, Florin-Alexandru and Seizinger, Tim and Timofte, Radu and Cui, Shuhao and Huang, Junshi and Tian, Shuman and Fan, Mingyuan and Zhang, Jiaqi and Zhu, Li and Wei, Xiaoming and others	NTIRE 2023 image shadow removal challenge report Proceedings of the IEEE/CVF CVPR-2023, pp1788--1807
	2023	Wang, Longguang and Guo, Yulan and Wang, Yingqian and Li, Juncheng and Gu, Shuhang and Timofte, Radu and Cheng, Ming and Ma, Haoyu and Ma, Qiufang and Sun, Xiaopeng and others	NTIRE 2023 challenge on stereo image super-resolution: Methods and results , pp1346--1372
	2023	Phutke, Shruti S and Murala, Subrahmanyam	Nested Deformable Multi-head Attention for Facial Image Inpainting , pp6078--6087
	2023	Patil, Prashant W and Gupta, Sunil and Rana, Santu and Venkatesh, Svetha and Murala, Subrahmanyam	Multi-weather Image Restoration via Domain Translation , pp21696--21705
	2024	Kulkarni, Ashutosh and Phutke, Shruti S and Vipparthi, Santosh Kumar and Murala, Subrahmanyam	Multi-Medium Image Enhancement With Attentive Deformable Transformers IEEE Transactions on Emerging Topics in Computational Intelligence
	2021	Patil, Prashant W and Dudhane, Akshay and Murala, Subrahmanyam	Multi-frame recurrent adversarial network for moving object segmentation , pp2302--2311
	2022	Patil, Prashant W and Dudhane, Akshay and Chaudhary, Sachin and Murala, Subrahmanyam	Multi-frame based adversarial learning approach for video surveillance Pattern Recognition, 122, pp108350
	2023	Singh, Jasdeep and Murala, Subrahmanyam and Kosuru, G	Multi Domain Learning for Motion Magnification , pp13914--13923
	2023	Singh, Jasdeep and Murala, Subrahmanyam and Kosuru, G	Multi Domain Learning for Motion Magnification , pp13914--13923
	2018	Patil, Prashant W and Murala, Subrahmanyam	MSFgNet: A novel compact end-to-end deep network for moving object detection IEEE Transactions on Intelligent Transportation Systems, 20(11), pp4066--4077
	2018	Patil, Prashant W and Murala, Subrahmanyam and Dhall, Abhinav and Chaudhary, Sachin	MsEDNet: Multi-scale deep saliency learning for moving object detection , pp1670--1675
	2021	Mehta, Nancy and Murala, Subrahmanyam	MSAR-Net: Multi-scale attention based light-weight image super-resolution Pattern Recognition Letters, 151, pp215--221

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