Shanmuga
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Shanmuga

Publications

Peer Reviewed International Journals

  1. Aalok Gangopadhyay, Paras Gupta, Tarun Sharma, Prajwal Singh, and Shanmuganathan Raman, “Search Me Knot, Render Me Knot: Embedding Search and Differentiable Rendering of Knots in 3D”, in Computer Graphics Forum (CGF), Volume 43, Issue 5, 2024. Details

  2. Sudhakar Kumawat, Manisha Verma, Yuta Nakashima, and Shanmuganathan Raman, “Depthwise Spatio-Temporal STFT Convolutional Neural Networks for Human Action Recognition”, In IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Volume 44, Issue 9, 2022. Details

  3. Rajendra Nagar and Shanmuganathan Raman, “3DSymm: Robust and Accurate 3D Reflection Symmetry Detection”, In Pattern Recognition, Volume 107, November 2020. Details

  4. Rajendra Nagar and Shanmuganathan Raman, “Detecting Approximate Reflection Symmetry in a Point Set using Optimization on Manifold”, In IEEE Transactions on Signal Processing, 1582-1595, Volume 67, Issue 6, 2019. Details

  5. Diptiben Patel and Shanmuganathan Raman, “Object Occlusion Guided Stereo Image Retargeting”, In Pattern Recognition Letters, 798-805, Volume 125, 2019. Details

  6. Diptiben Patel, Rajendra Nagar, and Shanmuganathan Raman, “Reflection Symmetry Aware Image Retargeting”, In Pattern Recognition Letters, 179-186, Volume 125, 2019. Details

  7. Diptiben Patel and Shanmuganathan Raman, “Accelerated Seam Carving for Image Retargeting”, In IET Image Processing, Volume 13, Issue 6, 2019. Details

  8. Gagan Kanojia and Shanmuganathan Raman, “DeepImSeq: Deep Image Sequencing for Unsynchronized Cameras”, In Pattern Recognition Letters, 9-15, Volume 117, 2019. Details

  9. Gagan Kanojia and Shanmuganathan Raman, “Patch-Based Detection of Dynamic Objects in CrowdCam Images”, In The Visual Computer, 521-534, Volume 35, Issue 4, 2019. Details

  10. Aditya Vora and Shanmuganathan Raman, “Iterative Spectral Clustering for Unsupervised Object Localization”, In Pattern Recognition Letters, 27-32, Volume 106, 2018. Details

  11. Shubham Pachori, Ameya Deshpande, and Shanmuganathan Raman, “Hashing in the Zero Shot Framework with Domain Adaptation”, In Neurocomputing, 2137-2149, Volume 275, 2018. Details

  12. Rajendra Nagar and Shanmuganathan Raman, “Reflection Symmetry Axes Detection using Multiple Model Fitting”, In IEEE Signal Processing Letters, Pages 1438-1442, Volume 24, Issue 10, 2017. Details Code

  13. Gagan Kanojia and Shanmuganathan Raman, “Postcapture Focusing using Regression Forest”, In IEEE Signal Processing Letters, Pages 751-755, Volume 24, Issue 6, 2017. Details

  14. Rajendra Nagar and Shanmuganathan Raman, “Revealing Hidden 3D Reflection Symmetry”, In IEEE Signal Processing Letters, Pages 1776-1780, Volume 23, Issue 12, 2016. Details

  15. Adit Bhardwaj and Shanmuganathan Raman, “Robust PCA-based Solution to Image Composition using Augmented Lagrange Multiplier (ALM)”, In The Visual Computer, Pages 591-600, Volume 32, Issue 5, 2016. Details

  16. Rattandeep Singh, Sandeep Gupta, Shanmuganathan Raman, Prodyut Chakraborty, Puneet Sharma, Rakesh Kumar Sharma, Larry C. Brown, Xiaohua Wei, and Anand Plappally, “Comparative analysis of hydrodynamics of treatment wetlands using finite volume models with empirical data”, in Desalination and Water Treatment, Pages 3587-3612, Volume 55, Issue 13, 2015. Details

  17. Shanmuganathan Raman and Subhasis Chaudhuri, “Reconstruction of High Contrast Images for Dynamic Scenes” in The Visual Computer, Pages 1099-1114, Volume 27, Issue 12, 2011. Details.

Peer Reviewed International Conferences, Symposia and Workshops

  1. Ashish Tiwari, Mihirkumar Sutariya, and Shanmuganathan Raman, “LIPIDS: Learning-based Illumination Planning In Discretized (Light) Space for Photometric Stereo”, in IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, AZ, US, Feb 28 - Mar 4, 2025.

  2. Soumyaratna Debnath, Ashish Tiwari, and Shanmuganathan Raman, “ScribGen: Generating Scribble Art Through Metaheuristics”, in The 17th ACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (ACM SIGGRAPH Asia), Art Papers, Tokyo, Japan, Dec 3-6, 2024.

  3. Seema Kumari, Samay Patel, Raja Muthalagu, and Shanmuganathan Raman, “PointGADM: Geometry Acquainted Deep Model for 3D Point Cloud Analysis”, in The International Conference on Pattern Recognition (ICPR), Kolkata, IN, Dec 01-05, 2024.

  4. Shashikant Verma and Shanmuganathan Raman, “SemFaceEdit: Semantic Face Editing on Generative Radiance Manifolds”, in The International Conference on Pattern Recognition (ICPR), Kolkata, IN, Dec 01-05, 2024.

  5. Ashish Tiwari, Satoshi Ikehata, and Shanmuganathan Raman, “MERLiN: Single-Shot Material Estimation and ReLighting for Photometric Stereo”, in European Conference on Computer Vision (ECCV), Milano, Italy, Sep 29 - Oct 4, 2024.

  6. Aalok Gangopadhyay, Paras Gupta, Tarun Sharma, Prajwal Singh, and Shanmuganathan Raman, “Search Me Knot, Render Me Knot: Embedding Search and Differentiable Rendering of Knots in 3D”, in Symposium on Geometry Processing (SGP), Cambridge, US, Jun. 24-26, 2024.

  7. Prajwal Singh, Dwip Dalal, Gautam Vashishtha, Krishna Miyapuram, and Shanmuganathan Raman, “Learning Robust Deep Visual Representations from EEG Brain Recordings”, in IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikolao, Hawaii, US, Jan. 4-8, 2024.

  8. Shashikant Verma, Aman Sharma, Roopa Sheshadri, and Shanmuganathan Raman, “GraphFill: Deep Image Inpainting Using Graphs” in IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikolao, Hawaii, US, Jan. 4-8, 2024.

  9. Ashish Tiwari and Shanmuganathan Raman, “SS-SfP: Neural Inverse Rendering for Self-Supervised Shape from (Mixed) Polarization”, in The 31st Pacific Conference on Computer Graphics and Applications, Pacific Graphics, Daejeon, Korea, Oct. 10-13, 2023.

  10. Aalok Gangopadhyay, Prajwal Singh, Ashish Tiwari, and Shanmuganathan Raman, “Hand Shadow Art: A Differentiable Rendering Perspective”, Poster in The 31st Pacific Conference on Computer Graphics and Applications, Pacific Graphics, Daejeon, Korea, Oct. 10-13, 2023. (Best Poster Presentation Award)

  11. Prajwal Singh, Ashish Tiwari, Kaustubh Sadekar, and Shanmuganathan Raman, “TreeGCN-ED: A Tree-Structured Graph-Based Autoencoder Framework For Point Cloud Processing” Poster in The 31st Pacific Conference on Computer Graphics and Applications, Pacific Graphics, Daejeon, Korea, Oct. 10-13, 2023.

  12. Dwip Dalal, Gautam Vashishtha, Prajwal Singh, and Shanmuganathan Raman, “Single Image LDR to HDR Conversion using Conditional Diffusion”, in IEEE International Conference on Image Processing (ICIP), KL, Malaysia, Oct. 8-11, 2023.

  13. Prajwal Singh, Pankaj Pandey, Krishna Miyapuram, and Shanmuganathan Raman, “EEG2IMAGE: Image Reconstruction from EEG Brain Signals”, in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes Island, Greece, June 4-10, 2023.

  14. Ashish Tiwari and Shanmuganathan Raman, “DeepPS2: Revisiting Photometric Stereo with Two Differently Illuminated Images”, in European Conference on Computer Vision (ECCV), Tel Aviv, Israel, Oct. 23-27, 2022. Details

  15. Kaustubh Sadekar, Ashish Tiwari, Prajwal Singh, and Shanmuganathan Raman, “LS-HDIB: A Large Scale Handwritten Document Image Binarization Dataset”,in the 26th International Conference on Pattern Recognition (ICPR), Montreal, CA, Aug. 21-25, 2022.

  16. Ashish Tiwari, Zeeshan Khan, Aditya Vora, Manjuprakash Rama Rao, and Shanmuganathan Raman, “Deep Appearance Consistent Human Pose Transfer”, in the 26th International Conference on Pattern Recognition (ICPR), Montreal, CA, Aug. 21-25, 2022.

  17. Aalok Gangopadhyay, Shashikant Verma, and Shanmuganathan Raman, “DMD-Net: Deep Mesh Denoising Network”, in the 26th International Conference on Pattern Recognition (ICPR), Montreal, CA, Aug. 21-25, 2022.

  18. Zeeshan Khan, Parth Shettiwar, Mukul Khanna, and Shanmuganathan Raman, “DeepHS-HDRVideo: Deep High Speed High Dynamic Range Video Reconstruction”, in the 26th International Conference on Pattern Recognition (ICPR) , Montreal, CA, Aug. 21-25, 2022.

  19. Ashish Tiwari and Shanmuganathan Raman, “LERPS: Lighting Estimation and Relighting for Photometric Stereo”, in the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Singapore, May 7-13, 2022.

  20. Ashish Tiwari, Richeek Das, and Shanmuganathan Raman, “Exploring Deeper Graph Convolutions for Semi-Supervised Node Classification”, in the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Singapore, May 7-13, 2022.

  21. Indra Deep Mastan, Shanmuganathan Raman, and Prajwal Singh, “DILIE: Deep Internal Learning for Image Enhancement”, in IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops, Waikoloa, HI, January 4-8, 2022.

  22. Kaustubh Sadekar, Ashish Tiwari, and Shanmuganathan Raman, “Shadow Art Revisited: A Differentiable Rendering Based Approach”, in IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI, January 4-8, 2022.

  23. Abhinav Narayan Harish, Rajendra Nagar, and Shanmuganathan Raman, “RGL-NET: A Recurrent Graph Learning framework for Progressive Part Assembly”, in IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI, January 4-8, 2022.

  24. Seema Kumari and Shanmuganathan Raman, “3D Point Cloud Completion using Stacked Auto-Encoder for Structure Preservation”, in IEEE International Conference on Image Processing (ICIP), Anchorage, Alaska, USA, September 19-22, 2021.

  25. Indra Deep Mastan and Shanmuganathan Raman, “DeepObjStyle: Deep Object-based Photo Style Transfer”, in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshop - New Trends in Image Restoration and Enhancement NTIRE, Virtual, Jun 19, 2021.

  26. Indra Deep Mastan and Shanmuganathan Raman, “DeepCFL: Deep Contextual Features Learning from a Single Image”, in the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Virtual, Jan. 5-9, 2021.

  27. Manisha Verma, Sudhakar Kumawat, Yuta Nakashima, and Shanmuganathan Raman, “Yoga-82: A New Dataset for Fine-grained Classification of Human Poses”, in the IEEE/CVF CVPR Workshop On Towards Human-Centric Image/Video Synthesis and the 4th Look-Into-Person Challenge, Seattle, US, Jun. 16-18, 2020. Paper and Dataset

  28. Sudhakar Kumawat and Shanmuganathan Raman, “Depthwise-STFT based separable Convolutional Neural Networks”, in the 45th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, May 4-8, 2020

  29. Indra Deep Mastan and Shanmuganathan Raman, “DCIL: Deep Contextual Internal Learning for Image Restoration and Image Retargeting”, in the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Aspen, CO, USA, Mar. 2-5, 2020.

  30. Gagan Kanojia and Shanmuganathan Raman, “Simultaneous Detection and Removal of Dynamic Objects in Multi-view Images”, in the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Aspen, CO, USA, Mar. 2-5, 2020.

  31. Zeeshan Khan, Mukul Khanna, and Shanmuganathan Raman, “FHDR: HDR Image Reconstruction from a single LDR image using feedback network”, in the IEEE Global Conference on Signal and Information Processing (GlobalSIP), Ottawa, CA, Nov. 11-14, 2019.

  32. Diptiben Patel and Shanmuganathan Raman, “Scene text aware image retargeting”, in the IEEE Global Conference on Signal and Information Processing (GlobalSIP), Ottawa, CA, Nov. 11-14, 2019.

  33. Chandra Sekhar Ravuri, Rajesh Sureddi, Sathya Veera Reddy Dendi, Shanmuganathan Raman, and Sumohana S. Channappayya, “Deep No-Reference Tone Mapped Image Quality Assessment”, in the IEEE Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, Nov. 3-6, 2019.

  34. Sudhakar Kumawat and Shanmuganathan Raman, “LP-3DCNN: Unveiling Local Phase in 3D Convolutional Neural Networks”, in the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, USA, June 16-20, 2019. Website

  35. Gagan Kanojia, Sudhakar Kumawat and Shanmuganathan Raman, “Attentive Spatio-Temporal Representation Learning for Diving Classification”, in the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - 5th International Workshop on Computer Vision in Sports (CVsports), Long Beach, CA, USA, June 16-20, 2019.

  36. Sudhakar Kumawat, Manisha Verma, and Shanmuganathan Raman, “LBVCNN: Local Binary Volume Convolutional Neural Network for Facial Expression Recognition from Image Sequences”, in the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - 9th International Workshop on Analysis and Modeling of Faces and Gestures (AMFG), Long Beach, CA, USA, June 16-20, 2019.

  37. Indradeep Mastan and Shanmuganathan Raman, “Multi-level Encoder-Decoder Architectures for Image Restoration”, in the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - New Trends in Image Restoration and Enhancement (NTIRE) Workshop), Long Beach, CA, USA, June 16-20, 2019.

  38. Rajendra Nagar and Shanmuganathan Raman, “Reflection Symmetry Detection by Embedding Symmetry in a Graph”, in the 44th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, UK, May 12-17, 2019.

  39. Sudhakar Kumawat and Shanmuganathan Raman, “Local Phase U-Net for Fundus Image Segmentation”, in the 44th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, UK, May 12-17, 2019.

  40. Rajendra Nagar and Shanmuganathan Raman, “Fast and Accurate Intrinsic Symmetry Detection”, in European Conference on Computer Vision (ECCV), Munich, Germany, Sep. 8-14, 2018. Details

  41. Rajendra Nagar and Shanmuganathan Raman, “SymmSLIC: Symmetry Aware Superpixel Segmentation”, in IEEE/CVF International Conference on Computer Vision (ICCV) - “Detecting Symmetry in the Wild” Workshop, Venice, Italy, 28 Oct 2017.

  42. Rajendra Nagar and Shanmuganathan Raman, “SymmMap: Estimation of the 2-D Reflection Symmetry Map and its Applications” in IEEE/CVF International Conference on Computer Vision (ICCV) - “Detecting Symmetry in the Wild” Workshop, Venice, Italy, 28 Oct 2017.

  43. Sainandan Ramakrishnan, Shubham Pachori, Aalok Gangopadhyay, and Shanmuganathan Raman, “Deep Generative Filter for Motion Deblurring”, in IEEE/CVF International Conference on Computer Vision (ICCV) - Color and Photometry in Computer Vision Workshop, Venice, Italy, 29 Oct 2017. Code

  44. Viraj Mavani, Shanmuganathan Raman, and Krishna P Miyapuram, “Facial Expression Recognition using Visual Saliency and Deep Learning” in IEEE/CVF International Conference on Computer Vision (ICCV) - Mutual Benefits of Cognitive and Computer Vision Workshop, Venice, Italy, 29 Oct 2017.

  45. Manisha Verma and Shanmuganathan Raman, “Interest Region based Motion Magnification”, in The 19th International Conference on Image Analysis and Processing (ICIAP), Catania, Italy, Sep. 11-15, 2017.

  46. Abhinau Kumar, Shashank Gupta, Sheetal Chandra, Shanmuganathan Raman, and Sumohana Channappayya, “No-Reference Quality Assessment of Tone Mapped High Dynamic Range (HDR) Images Using Transfer Learning”, in The 9th International Conference on Quality of Multimedia Experience (QoMEX), Erfurt, Germany, May 31 – June 2, 2017. Details

  47. Akshay Gadi Patil and Shanmuganathan Raman, “Automatic Content-Aware Non-Photorealistic Rendering of Images”, in The 12th International Symposium on Visual Computing (ISVC), Las Vegas, Nevada, USA, Dec 12-14, 2016. Available at: arxiv

  48. Aalok Gangopadhyay, Shivam Mani Tripathi, Ishan Jindal, and Shanmuganathan Raman, “Dynamic Scene Classification using Convolutional Neural Networks”, in The 4th IEEE Global Conference on Signal and Information Processing (GlobalSIP), Washington DC, USA, Dec. 7-9, 2016. Available at: arxiv

  49. Akshai Krishna, Sai Sheetal Chandra, Sumohana Channappayya, and Shanmuganathan Raman, “A Subjective and Objective Quality Assessment of Tone-Mapped Images”, (Oral) in The 3rd IEEE Global Conference on Signal and Information Processing (GlobalSIP) - General Symposium, Orlando, Florida, USA, Dec. 14-16, 2015.

  50. Gagan Kanojia, Sri Raghu Malireddi, Sai Chowdary Gullapally, and Shanmuganathan Raman, “Who Shot the Picture and When?”, in The 10th International Symposium on Visual Computing (ISVC), Las Vegas, Nevada, USA, Dec 8-10, 2014.

  51. Adit Bhardwaj and Shanmuganathan Raman, “HDR Imaging Using Augmented Lagrange Multipliers (ALM)”, (Poster) in The 35th annual conference of the European association for computer graphics (EUROGRAPHICS), Strasbourg, FR, Apr. 7-14, 2014.

  52. Gagan Kanojia and Shanmuganathan Raman, “FacialStereo: Facial Depth Estimation from a Stereo Pair”, in The 9th International Conference on Computer Vision Theory and Applications (VISAPP), Lisbon, Portugal, 2014.

  53. Arun Balajee Vasudevan, Srikanth Muralidharan, Shiva Pratheek Chintapalli, and Shanmuganathan Raman, “Motion Characterization of a Dynamic Scene”, (Oral) in The 9th International Conference on Computer Vision Theory and Applications (VISAPP), Lisbon, Portugal, 2014.

  54. Arun Balajee Vasudevan, Srikanth Muralidharan, Shiva Pratheek Chintapalli, and Shanmuganathan Raman, “Dynamic Scene Classification using Spatial and Temporal Cues”, (Oral) in IEEE International Conference on Computer Vision (ICCV) Workshops, Sydney, Australia, December 8th, 2013.

  55. Nikhil Pande, Shanmuganathan Raman, and Subhasis Chaudhuri, “Illumination Compositing for Dark Scenes”, Poster, in ACM SIGGRAPH Asia, Yokohama, Japan, 2009.

  56. Shanmuganathan Raman and Subhasis Chaudhuri, “Poisson Compositing” , Sketch (Oral), in ACM SIGGRAPH Asia, Yokohama, Japan, 2009.

  57. Shanmuganathan Raman, Vishal Kumar, and Subhasis Chaudhuri, “Blind De-ghosting for Automatic Multi-exposure Compositing”, Poster, in ACM SIGGRAPH Asia, Yokohama, Japan, 2009.

  58. Shanmuganathan Raman and Subhasis Chaudhuri, “Bilateral Filter Based Compositing for Variable Exposure Photography”, Short Paper (Oral), in EUROGRAPHICS, Munich, Germany, 2009.

  59. Shanmuganathan Raman and Subhasis Chaudhuri, “A Matte-less, Variational Approach to Automatic Scene Compositing”, in IEEE International Conference on Computer Vision (ICCV), Rio de Janeiro, Brazil, 14-20 October, 2007.

Peer Reviewed National (Indian) Conferences, Symposia and Workshops

  1. Shashikant Verma, Subramanian Sankaranarayanan, and Shanmuganathan Raman, “POPs: Pluck Out the Petals”, in the International Conference on Signal Processing and Communications (SPCOM), IISc Bangalore, IN, July 01 - 04, 2024.

  2. Aalok Gangopadhyay, Prajwal Kumar Singh, and Shanmuganathan Raman, “APEX-Net: Automatic Plot Extraction Network”, in the 28th National Conference on Communications (NCC 2022), Mumbai, IN, May 24-27, 2022.

  3. Sudhakar Kumawat, Gagan Kanojia, and Shanmuganathan Raman, “ShuffleBlock: Shuffle to Regularize Convolutional Neural Networks”, in the 28th National Conference on Communications (NCC), Mumbai, IN, May 24-27, 2022.

  4. Jatin Kumar, Indra Deep Mastan, and Shanmuganathan Raman, “FMD-cGAN: Fast Motion Deblurring using Conditional Generative Adversarial Networks”, in International Conference on Computer Vision and Image Processing (CVIP), IIT Ropar, IN, Dec. 3-5, 2021. (Best Paper Award)

  5. Mrinal Anand, Nidhin Harilal, Chandan Kumar, and Shanmuganathan Raman, “HDRVideo-GAN: Deep Generative HDR Video Reconstruction”, in The 12th Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), IIT Jodhpur, IN, Dec. 19-22, 2021.

  6. Prarabdh Raipurkar, Rohil Pal, and Shanmuganathan Raman, “HDR-cGAN: Single LDR to HDR Image Translation using Conditional GAN”, in The 12th Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), IIT Jodhpur, IN, Dec. 19-22, 2021.

  7. Darshita Jain and Shanmuganathan Raman. “Deep Over and Under Exposed Region Detection”, in International Conference on Computer Vision & Image Processing (CVIP),IIIT Allahabad, Dec. 4-6, 2020. (Best Paper Award)

  8. Chandan Kumar, Ameya Deshpande, and Shanmuganathan Raman. “DeepHDR-GIF: Capturing Motion in High Dynamic Range Scenes.” in International Conference on Computer Vision & Image Processing (CVIP),IIIT Allahabad, Dec. 4-6, 2020.

  9. Manas Satish Bedmutha, and Shanmuganathan Raman. “Using Class Activations to Investigate Semantic Segmentation.” in International Conference on Computer Vision & Image Processing (CVIP),IIIT Allahabad, Dec. 4-6, 2020.

  10. Gagan Kanojia and Shanmuganathan Raman, “MIC-GAN: Multi-view assisted Image Completion Using Conditional Generative Adversarial Networks”, in the 26th National Conference on Communications (NCC), Indian Institute of Technology, Kharagpur, IN, Feb. 21-23, 2020.

  11. Gagan Kanojia, Sudhakar Kumawat, and Shanmuganathan Raman, “Exploring Temporal Differences in 3D Convolutional Neural Networks”, in the Seventh National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), Hubballi, Karnataka, IN, Dec. 22-24, 2019. (Best Paper Runner-Up Award)

  12. Shubham Singh, Krishna P Miyapuram, and Shanmuganathan Raman, “DeepPFCN: Deep Parallel Feature Consensus Network for Person Re-Identification”, in the Seventh National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), Hubballi, Karnataka, IN, Dec. 22-24, 2019.

  13. Shashikant Verma, Rajendra Nagar and Shanmuganathan Raman, “Fast semantic feature extraction using superpixels for soft segmentation”, in Fourth International Conference on Computer Vision & Image Processing (CVIP), Malaviya National Institute of Technology, Jaipur, IN, Sep. 27 - 29, 2019.

  14. Diptiben Patel, Srivathsan Shanmuganathan, and Shanmuganathan Raman, “Adaptive Multiple-pixel Wide Seam Carving”, in the 25th National Conference on Communications (NCC), Indian Institute of Science (IISc), Bangalore, IN, Feb. 20-23, 2019.

  15. Saprem Shah, Kunal Khatri, Purva Mhasakar, Rajendra Nagar, and Shanmuganathan Raman, “Unsupervised GIST based Clustering for Object Localization”, in the 25th National Conference on Communications (NCC), Indian Institute of Science (IISc), Bangalore, IN, Feb. 20-23, 2019.

  16. Aditya Vora and Shanmuganathan Raman, “Flow-free Video Object Segmentation”, in The 6th National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), IIT Mandi, Dec. 16-19, 2017.

  17. Diptiben Patel and Shanmuganathan Raman, “Saliency Map Improvement Using Edge-Aware Filtering”, in The 6th National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), IIT Mandi, Dec. 16-19, 2017.

  18. Manisha Verma, Ramyani Ghosh, and Shanmuganathan Raman, “Saliency Driven Video Motion Magnification”, in The 6th National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), IIT Mandi, Dec. 16-19, 2017.

  19. Vaibhav Patel, Purvik Shah, and Shanmuganathan Raman, “A Generative Adversarial Network for Tone mapping HDR images”, in The 6th National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), IIT Mandi, Dec. 16-19, 2017.

  20. Diptiben Patel and Shanmuganathan Raman, “Object Proposals Based Significance Map for Image Retargeting”, in The Second International Conference on Computer Vision & Image Processing (CVIP), IIT Roorkee, IN, Sep. 9-12, 2017.

  21. Manisha Verma and Shanmuganathan Raman, “Edge-Aware Spatial Filtering Based Motion Magnification”, in The Second International Conference on Computer Vision & Image Processing (CVIP), IIT Roorkee, IN, Sep. 9-12, 2017.

  22. Shubham Pachori and Shanmuganathan Raman, “Hashing in the Zero Shot Framework”, in The 23rd National Conference on Communications (NCC), IIT Madras, Chennai, IN, March 2-4, 2017.

  23. Bhoomika Sonane, Sainandan Ramakrishnan, and Shanmuganathan Raman, “Automatic Video Matting through Scribble Propagation”, in The 10th Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), Indian Institute of Technology Guwahati, IN, Dec. 18 - 22, 2016.

  24. Ameya Deshpande and Shanmuganathan Raman, “Adaptive Artistic Stylization of Images”, in The 10th Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), Indian Institute of Technology Guwahati, IN, Dec. 18 - 22, 2016.

  25. Diptiben Patel and Shanmuganathan Raman, “Saliency and Memorability Driven Retargeting”, in The 11th International Conference on Signal Processing and Communications (SPCOM), IISc Bangalore, IN, June 12-15, 2016.

  26. Aalok Gangopadhyay, Shubham Pachori, and Shanmuganathan Raman, “Automatic Silhouette Photography” in The 22nd National Conference on Communications (NCC), IIT Guwahati, IN, Mar. 4-6, 2016.

  27. Diptiben Patel, Bhoomika Sonane, and Shanmuganathan Raman, “Multi-Exposure Image Fusion Using Propagated Image Filtering” In The International Conference on Computer Vision and Image Processing (CVIP), IIT Roorkee, IN, Feb. 26-28, 2016.

  28. Akshay Gadi Patil and Shanmuganathan Raman, “Tone Mapping HDR Images Using Local Texture and Brightness Measures” In The International Conference on Computer Vision and Image Processing (CVIP), IIT Roorkee, IN, Feb. 26-28, 2016.

  29. Shubham Pachori, Kshitij Singh, and Shanmuganathan Raman, “Corner Detection using Random Forests” In The International Conference on Computer Vision and Image Processing (CVIP), IIT Roorkee, IN, Feb. 26-28, 2016.

  30. Ekta Samani, Vikas Gupta, and Shanmuganathan Raman, “Flash/No-flash Image Fusion using Dictionary Learning”, in The 5th National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), IIT Patna, IN, Dec. 16-19, 2015.

  31. Rajendra Nagar and Shanmuganathan Raman, “Saliency Guided Adaptive Image Abstraction”, in The 5th National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), IIT Patna, IN, Dec. 16-19, 2015.

  32. Ishan Jindal and Shanmuganathan Raman, “Semantic Description of a Video using Representative Frames”, in The 5th National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), IIT Patna, IN, Dec. 16-19, 2015.

  33. Naman Bansal and Shanmuganathan Raman, “Regularized Tone Mapping Using Edge Preserving Filters”, (Oral) In The 21st National Conference on Communications (NCC), IIT Bombay, Feb. 27 - Mar. 1, 2015.

  34. Sai Chowdary Gullapally, Sri Raghu Malireddi, and Shanmuganathan Raman, “Dynamic Object Localization Using Hand-held Cameras”, (Oral) In The 21st National Conference on Communications (NCC), IIT Bombay, Feb. 27 - Mar. 1, 2015.

  35. Akash Bapat, Adit Ravi, and Shanmuganathan Raman, “An Iterative, Non-local Approach for Restoring Depth Maps in RGB-D Images”, (Oral) In The 21st National Conference on Communications (NCC), IIT Bombay, Feb. 27 - Mar. 1, 2015.

  36. Adit Bhardwaj and Shanmuganathan Raman, “PCA-HDR: A Robust PCA Based Solution to HDR Imaging”, (Oral) in The 10th International Conference on Signal Processing and Communications (SPCOM), Indian Institute of Science (IISc) Bangalore, IN, Jul. 22-25, 2014.

  37. Aishwarya Agrawal and Shanmuganathan Raman, “A Novel LBP Based Operator for Tone Mapping HDR Images”, in The 10th International Conference on Signal Processing and Communications (SPCOM), Indian Institute of Science (IISc) Bangalore, IN, Jul. 22-25, 2014.

  38. Garima Jain, Anand K Plappally, and Shanmuganathan Raman, “InternetHDR: Enhancing an LDR Image Using Visually Similar Internet Images”, (Oral) in 20th National Conference on Communications (NCC), IIT Kanpur, India, 2014.

  39. Shanmuganathan Raman and Subhasis Chaudhuri, “Bottom-up Segmentation for Ghost-free Reconstruction of a Dynamic Scene from Multi-exposure Images” in The 7th Indian Conference on Computer Vision Graphics and Image Processing (ICVGIP), Chennai, 2010.

  40. Shanmuganathan Raman and Subhasis Chaudhuri, “Low Dynamic Range Solutions to the High Dynamic Range Imaging Problem”, Poster, in Microsoft Research India Techvista, Bangalore, India, January 2010.

(Pr)ePrints

  1. Sudhakar Kumawat, Gagan Kanojia, Shanmuganathan Raman, “ShuffleBlock: Shuffle to Regularize Deep Convolutional Neural Networks”, Available at arxiv

  2. Rajendra Nagar and Shanmuganathan Raman, “SymmSLIC: Symmetry Aware Superpixel Segmentation and its Applications”, Available at arxiv

  3. Sri Raghu Malireddi and Shanmuganathan Raman, “Automatic Segmentation of Dynamic Objects from an Image Pair”, Available at: arxiv

Patents Granted

  1. US 8,805,111 B2 Subhasis Chaudhuri, Ketan Kotwal, and Shanmuganathan Raman. “System and Method for Fusing Images”. U.S. Patent Application US 12/702,868, Filed: February 9, 2010, Issued: August 12, 2014. Details

  2. US 8,884,989 B2 Subhasis Chaudhuri, Ketan Kotwal, and Shanmuganathan Raman. “System and Method for Fusing Images”. U.S. Patent Application US 12/703,594, Filed: February 10, 2010, Issued: November 11, 2014. Details

Present and Past Collaborations/Associations

  1. Satoshi Ikehata, NII, Japan

  2. Harish Katti, NIMH, NIH, USA

  3. Sumohana Channappayya, IIT Hyderabad, India

  4. Manjuprakash Rao, Honeywell, India

  5. Feroz Ali and Bhargava Chintalapati, Qualcomm, India

  6. Pratik Machchar, Silver Touch Technologies, India

  7. Unnikrishnan AR, Nvidia, India

  8. Ashok Kumar Jain and Pushkar Shaktawat, L&T Technology Services, India

  9. D Goswami, SAC-ISRO, India

  10. Rajendra Nagar, IIT Jodhpur, India

  11. Manik Varma, Microsoft Research, India

Talks

Image Processing using Scilab at National Scilab Workshop More Information

Internships

Microsoft Research India, Bengaluru April 2008 - June 2008 - Worked on Multiple Kernel Learning Applications with Dr. Manik Varma and Dr. Lihi Zelnik-Manor.

Professional Service

Reviewer for Journals

Conferences

  • 4th National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), IIT Jodhpur, 2013 (Organizing Co-Chair)

  • 20th National Conference on Communications (NCC), IIT Kanpur, 2014 (TPC Member)

  • 22nd International Conference on Pattern Recognition (ICPR), Sweden, 2014 (Reviewer)

  • 10th International Conference on Signal Processing and Communications (SPCOM), IISc Bangalore 2014 (Reviewer)

  • 9th Indian Conference on Computer Vision, Graphics, and Image Processing (ICVGIP), IISc Bangalore, 2014 (TPC Member)

  • 8th IEEE International Conference on Advanced Networks and Telecommunication Systems (ANTS), New Delhi, 2014 (TPC Member)

  • 21st National Conference on Communications (NCC), IIT Bombay, 2015 (TPC Member, Session Chair - Image Processing II)

  • IEEE International Conference on Signal Processing, Informatics, Communication and Energy Systems (IEEE SPICES), NIT Calicut, 2015 (Reviewer)

  • 9th IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS), Kolkata, 2015 (TPC Member)

  • 5th National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), IIT Patna, 2015 (TPC Member)

  • 22nd National Conference on Communications (NCC), IIT Guwahati, 2016 (TPC Member)

  • 4th International Conference on Advances in Control and Optimization Of Dynamical Systems (ACODS), NIT Trichy, 2016 (Reviewer)

  • International Conference on Computer Vision and Image Processing (CVIP), IIT Roorkee, 2016 (Reviewer)

  • 11th International Conference on Signal Processing and Communications (SPCOM), IISc Bangalore 2016 (TPC Member)

  • 23rd International Conference on Pattern Recognition (ICPR), Mexico, 2016 (TPC Member)

  • International Conference on Signal and Information Processing (IConSIP), Nanded, 2016 (TPC Member)

  • 10th Indian Conference on Computer Vision, Graphics, and Image Processing (ICVGIP), IIT Guwahati, 2016 (Reviewer)

  • 2nd Workshop on Applications in Computer Vision, IIT Guwahati, 2016 (TPC Member)

  • 10th IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS), Bangalore, 2016 (TPC Member)

  • 23rd National Conference on Communications (NCC), IIT Madras, 2017 (TPC Member, Session Chair)

  • 2nd International Conference on Computer Vision and Image Processing (CVIP), IIT Roorkee, 2017 (Area Chair)

  • 6th National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), IIT Mandi, 2017 (TPC Member)

  • 24th National Conference on Communications (NCC), IIT Hyderabad, 2018 (TPC Member)

  • 12th International Conference on Signal Processing and Communications (SPCOM), IISc Bangalore 2018 (TPC Member)

  • 3rd International Conference on Computer Vision and Image Processing (CVIP), IIITDM Jabalpur, 2018 (Area Chair)

  • 24th International Conference on Pattern Recognition (ICPR), Beijing, China, 2018 (TPC Member)

  • 11th Indian Conference on Computer Vision, Graphics, and Image Processing (ICVGIP), IIIT Hyderabad, 2018 (Reviewer)

  • 25th National Conference on Communications (NCC), IISc Bangalore, 2019 (TPC Member)

  • IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Virtual, 2021 (Reviewer)

  • Association for the Advancement of Artificial Intelligence (AAAI) Conference, Virtual, 2021 (Reviewer)

  • IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Virtual, 2021 (Reviewer)

  • IEEE/CVF Conference on Computer Vision and Pattern Recognition (ICCV), Virtual, 2021 (Reviewer)

  • 12th Indian Conference on Computer Vision, Graphics, and Image Processing (ICVGIP), IIT Jodhpur, 2021 (Doctoral Consortium Chair, Area Chair)

  • British Machine Vision Conference (BMVC), Virtual, 2021 (Reviewer)

  • IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, Hawaii, 2022 (Area Chair)

  • 10th International Conference of Learning Representations (ICLR), Virtual, 2022 (Reviewer)

  • National Conference on Communications (NCC), Virtual, 2022 (TPC Member)

  • Eurographics, Reims, France, 2022 (Reviewer)

  • International Conference on Pattern Recognition (ICPR), Montreal, Quebec, Canada, 2022 (TPC Member)

  • IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, Louisiana, USA, 2022 (TPC Member)

  • 14th International Conference on Signal Processing and Communications (SPCOM), IISc Bangalore 2022 (TPC Member)

  • European Conference on Computer Vision (ECCV), Tel Aviv, Israel, 2022 (TPC Member)

  • 13th Indian Conference on Computer Vision, Graphics, and Image Processing (ICVGIP), IIT Gandhinagar, 2022 (Program Chair, Organizing Chair)

  • IEEE/CVF Conference on Computer Vision and Pattern Recognition (ICCV), Paris, France, 2023 (Reviewer)

  • IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023 (Reviewer)

  • Association for the Advancement of Artificial Intelligence (AAAI) Conference, Washington, USA, 2023 (Reviewer)

  • International Conference on Machine Learning (ICML), Hawaii, USA, 2023 (Reviewer)

  • Neural Information Processing Systems (NeurIPS), New Orleans, USA, 2023 (Reviewer)

  • British Machine Vision Conference (BMVC), Aberdeen, UK, 2023 (Reviewer)

  • IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Hawaii, USA, 2024 (Reviewer)

  • IEEECVF IEEECVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle WA, US, 2024 (Reviewer)

  • Association for the Advancement of Artificial Intelligence (AAAI) Conference, Vancouver, Canada, 2024 (Reviewer)

  • International Conference on Machine Learning (ICML), Vienna, Austria, 2024 (Reviewer)

  • European Conference on Computer Vision (ECCV), Milano, Italy, 2024 (TPC Member)

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