Publications

Books/Chapters:

1. Sudipta Mukhopadhyay, Amod Gupta, and Reema Bansal,  "Needs/Requirements and Design of Retinal Imaging and Image Processing Methods for Diabetic Retinopathy in the Indian Context",  7th Chapter of the book "OPHTHALMOLOGICAL IMAGING  AND APPLICATIONS", Edited by E. Y. K. NgU Rajendra Acharya, Rangaraj M. Rangayyan, Jasjit S. Suri, CRC Press, Taylor and Francis Group, First Edition 2014.

2. Sudipta Mukhopadhyay and Abhishek Kumar Tripathi, "Combating Bad Weather Part I: Rain Removal from Video", Morgan & Claypool Publishers (January 1, 2015).

3. Sudipta Mukhopadhyay and Abhishek Kumar Tripathi, "Combating Bad Weather Part II: Fog Removal from Image and Video", Morgan & Claypool Publishers (January 1, 2015).

Recent Publications :

Journal: 

1. B. Das, A. Saha, and S. Mukhopadhyay, "Rain removal from a single image using refined inception resnet v2," Circuits, Systems, and Signal Processing (Springer), pp. 1-24, 2023. https://doi.org/10.1007/s00034-022-02279-x   ( Impact factor:  2.311 (2021) ) 

2. Jatindra Kumar Dash, Sudipta Mukhopadhyay,  "Content-based image retrieval system for HRCT lung images: Assisting radiologists in self-learning and diagnosis of Interstitial Lung Diseases", accepted in Multimedia Tools and Applications (Springer Journal) on Nov 9, 2020.

3. B Das, JP Ebenezer, S Mukhopadhyay, 'A comparative study of single image fog removal methods', The Visual Computer, Springer, November 2020, pp 1-17. (https://doi.org/10.1007/s00371-020-02010-4)

4. Kale Mandar, and Sudipta Mukhopadhyay. "Effective image retrieval method of natural images in a large database using fuzzy class membership." Journal of Electronic Imaging 29, no. 5 (2020): 053012.

5. Shrikant A. Mehre, Ashis Kumar Dhara, Mandeep Garg, Naveen Kalra, Niranjan Khandelwal, and Sudipta Mukhopadhyay, "Content-Based Image Retrieval System for Pulmonary Nodules using Optimal Feature Sets and Class Membership-Based Retrieval," Journal of Digital Imaging, pp 1-24, October 2018.  DOI:https://doi.org/10.1007/s10278-018-0136-1

6. Ashis Kumar Dhara, Sudipta Mukhopadhyay, Anirvan Dutta, Mandeep Garg and Niranjan Khandelwal, "Content-Based Image Retrieval System for Pulmonary Nodules: Assisting Radiologists in Self-learning and Diagnosis of Lung Cancer," Journal of Digital Imaging, Vol. 30, Issue 1, pp 63–77, February 2017.

7. Jatindra Kumar Dash, Sudipta Mukhopadhyay, "Similarity learning for texture image retrieval using multiple classifier system", accepted in Multimedia Tools and Applications (Springer Journal) in November 2016.

8. P. Rajbhagath, K. Mallick, J. Mukherjee, and S. Mukhopadhyay, "Low complexity feedback-channel-free distributed video coding using Local Rank Transform", accepted in IET Image processing in October 2016.

9. Ashis Kumar Dhara, Sudipta Mukhopadhyay, Satrajit Chakrabarty, Man-deep Garg and Niranjan Khandelwal, "Quantitative Evaluation of Margin Sharpness of Pulmonary Nodules in Lung CT Images", IET Image Processing, Vol. 10, Iss. 9, pp. 631–637, 2016.

10. Jatindra Kumar Dash, Sudipta Mukhopadhyay, Rahul Das Gupta, "Multiple classifier system using classification confidence for texture classification", Multimedia Tools Application, Online on January 2016 (DOI 10.1007/s11042-015-3231 z).

11. Ashis Kumar Dhara, Sudipta Mukhopadhyay, Pramit Saha, Mandeep Garg and Niranjan Khandelwal, "Differential Geometry-based Techniques for Characterization of Boundary Roughness of Pulmonary Nodules in CT Images", International Journal of  Computer Assisted Radiology and Surgery, Springer, Vol 11, No. 3, pp. 337-349, 2016.

12. Ashis Kumar Dhara, Sudipta Mukhopadhyay, Rahul Das Gupta, Mandeep Garg and  Niranjan Khandelwal, "A Segmentation Framework of Pulmonary  Nodules in Lung CT Images", Journal of Digital Imaging, Volume 29, Issue 1, pp 86-103, January 2016; DOI: 10.1007/s10278-015-9801-9.

13. Ashis Kumar Dhara, Sudipta Mukhopadhyay, Anirvan Dutta, Mandeep Garg, and Niranjan Khandelwal, "A Combination of Shape and Texture Features for Classification of Pulmonary Nodules in Lung CT Images", Journal of Digital Imaging, Accepted, December 2015.

14. Pradip Sircar, Mukesh K Dutta and Sudipta Mukhopadhyay, "Signal parameter estimation of complex exponentials using fourth order statistics: Additive  Gaussian noise environment" Springer Plus, Springer Open Journal (2015) 4:360, DOI 10.1186/s40064-015-1131-3.

15. Jatindra Kumar Dash, Sudipta Mukhopadhyay, Rahul Das Gupta, "Content-based image retrieval using fuzzy class membership and rules based on classifier confidence", IET Image Processing, Volume 9, Issue 9, pp 836-848, September 2015, doi: 10.1049/iet-ipr.2014.0299.

16. Satyam Raikwar, V.K. Tewari, S. Mukhopadhyay, Cmde. R.B. Verma, M. Sreenivasulu Rao, "Simulation of components of a power shuttle transmission system for an agricultural tractor", Computers and Electronics in Agriculture, No. 114, pp 114–124, July 2015.

17. Jayasree Chakraborty, Abhishek Midya, Sudipta Mukhopadhyay, Rangaraj M. Rangayyanc, Anup Sadhue, Veenu Singla, Niranjan Khandelwal, Pinakpani  Bhattacharyya, Paulo M. Azevedo-Marques, "Detection of the nipple in mammograms with Gabor filters and the Radon transform", Biomedical Signal Processing and Control(Elsevier), Pages 80–89, Volume 15, January 2015.

18. Rajat Kumar Das, Sudipta Mukhopadhyay and Puranjoy Bhattacharya, "User Authentication Based on Keystroke Dynamics", IETE Journal Of Research, pages 229-239, Volume 60, Issue 3, 2014.

19. Faraz Oloumi, Ashis K. Dhara, Rangaraj M. Rangayyan, Sudipta Mukhopadhyay, "Detection of Blood Vessels in Retinal Fundus Images", Computer Science Journal of Moldova, pp155-185, vol.22, no.2(65), 2014

Conference:

1. B. Das, S. Mukhopadhyay, "Single image rain removal using cWGAN network," 2022 International Conference on Digital Image Computing: Techniques and Applications (DICTA), Sydney, Australia, 2022, pp. 1-7, doi: 10.1109/DICTA56598.2022.10034600. 

2. JP Ebenezer, B Das, S Mukhopadhyay, 'Single Image Haze Removal Using Conditional Wasserstein Generative Adversarial Networks', 27th European Signal Processing Conference (EUSIPCO), 1-5,2019

3. Manashi Chakraborty, Suraj K. Raman, Sudipta Mukhopadhyay, Santanu Patsa, Nishat Anjum, Jay G. Ray, " High precision automated face localization in thermal images: oral cancer dataset as test case", Paper 10133-79, accepted in SPIE Medical Imaging Conference, Orlando, Florida, 2017.

4. Vikrant A. Karale, Sudipta Mukhopadhyay, Tulika Singh, Niranjan Khandelwal, Anup Sadhu, " Automated detection of microcalcification clusters in mammograms ", Paper 10134-95, accepted in SPIE Medical Imaging Conference, Orlando, Florida, 2017.

5. Manashi Chakraborty, Rahul Das Gupta, Sudipta Mukhopadhyay, Nishat Anjum, Santanu Patsa, Jay G.      Ray, " An introductory analysis of digital infrared thermal imaging-guided oral cancer detection using multiresolution rotation-invariant texture features",  Paper 10134-119, accepted in SPIE Medical Imaging Conference, Orlando, Florida, 2017.

6. Ashis K. Dhara, Sudipta Mukhopadhyay, Shrikant A. Mehre, Niranjan Khandelwal, Nidhi Prabhakar, Mandeep Kumar Garg, Naveen K. Kalra, " A study of retrieval accuracy of pulmonary nodules based on external attachment ", Paper 10134-135, accepted in SPIE Medical Imaging Conference, Orlando, Florida, 2017.

7. Mandar Kale, Sudipta Mukhopadhyay, Niranjan Khandelwal, Jatindra Kumar Dash, Mandeep Kumar Garg, Naveen Kalra, Nidhi Prabhakar, " An experimental study of interstitial lung tissue classification in HRCT images using ANN and role of cost functions", Paper 10134-136, accepted in SPIE Medical Imaging      Conference, Orlando, Florida, 2017.

8. P. Rajbhagath, J. Mukherjee, and S. Mukopadhayay, "Low Complexity Encoder for feedback-channel-free Distributed Video Coding using Deep Convolutional Neural Networks at the Decoder", accepted in ICVGIP-2016 Conference, 18 - 22 December 2016, Guwahati, India.

9. M. Chakraborty,  S. Mukhopadhyay,  A. Dasgupta,  S. Patsa ;  N. Anjum ;  J.G. Ray, "A new approach of oral cancer detection using bilateral texture features in digital infrared thermal images",  Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference, 16-20 Aug. 2016, Orlando, Florida, USA.

10. Ashis Kumar Dhara, Sudipta Mukhopadhyay, Anirvan Dutta, Mandeep Garg, and Niranjan Khandelwal, "Classification of Pulmonary Nodules in Lung CT Images using Shape and Texture Features", Proc. SPIE 9785, Medical Imaging 2016, San Diego, USA, 27 February - 03 March, 2016.

11. Shrikant A. Mehre, Sudipta Mukhopadhyay, Anirvan Dutta, Nagam Chaithan Harsha, Ashis Kumar Dhara, and Niranjan Khandelwal, "An automated lung nodule detection system for CT images using synthetic minority oversampling", Proc. SPIE 9785, Medical Imaging 2016, San Diego, USA , 27 February - 03 March, 2016.

12. Avijit Dasgupta, Sudipta Mukhopadhyay, Shrikant A. Mehre and Parthasarathi Bhattacharyya, "Morphological Geodesic Active Contour based Automatic Aorta Segmentation in Thoracic CT Images", International Conference on Computer Vision and Image Processing, February 26-28, 2016, Roorkee, India.

13. M. Chakraborty, S. Mukhopadhyay, A. Dasgupta, S. Banerjee, S. Mukhopadhyay, S. Patsa, J. Ray, and K. Chaudhuri, “A new paradigm of oral cancer detection using digital infrared thermal imaging”, Proc. SPIE 9785, Medical Imaging 2016, San Diego, USA , 27 February - 03 March, 2016.

14. Mandar Kale, Sudipta Mukhopadhyay, Jatindra K. Dash, Mandeep Garg, and Niranjan Khandelwal, " Differentiation of several interstitial lung disease patterns in HRCT images using support vector machine : role of databases on performance", Proc. SPIE 9785, Medical Imaging 2016, San Diego, USA , 27 February - 03 March, 2016.

15. Rahul Das Gupta, Sudipta Mukhopadhyay, Jatindra Kumar Dash, "Content Based Retrieval of Interstitial Lung Disease Patterns using Spatial Distribution of Intensity, Gradient Magnitude and Gradient Direction", Proc. International Conference on Systems in Medicine and Biology 2016, IIT Kharagpur, India , 04 January - 07 January, 2016.

16. Jatindra Kumar Dash, Vaddepalli Madhavi, Sudipta Mukhopadhyay, Niranjan Khandelwal and and Prafulla Kumar, "Segmentation of Interstitial Lung Disease Patterns in HRCT images", presented in SPIE Medical Imaging, 21-26 February 2015, Orlando, FL, USA.

17. Ashis Kumar Dhara, Sudipta Mukhopadhyay, Mayur Joseph Bency, Rangaraj M.Rangayyan, Reema Bansal and Amod Gupta, "Development of A Screening Tool for Staging of Diabetic Retinopathy in Fundus Images", presented in SPIE Medical Imaging, 21-26 February 2015, Orlando, FL, USA.

18. Jatindra Kumar Dash, Sudipta Mukhopadhyay, Mandeep Kumar Garg, Nidhi Prabhakar, Niranjan Khandelwal, "Multi classifier framework for lung tissue classification", Proc. IEEE Students' Technology Symposium (IEEE TechSym 2014), 28 February - 2 March, 2014, Indian Institute of Technology Kharagpur, India.

19. Jatindra Kumar Dash, Sudipta Mukhopadhyay, Mandeep Kumar Garg, Nidhi Prabhakar, Niranjan Khandelwal, “Wavelet based rotation invariant texture feature for lung tissue classification and retrieval”, Proc. SPIE 9035, Medical Imaging 2014: Computer-Aided Diagnosis, 15-20 February, 2014.

20. Jatindra Kumar Dash, Sudipta Mukhopadhyay, Niranjan Khandelwal, "Complementary Cumulative Precision Distribution: A new graphical metric for medical image retrieval system", Proc. SPIE 9037, Medical Imaging 2014: Image Perception, Observer Performance, and Technology Assessment, 15-20 February, 2014.

21. Raunak Tibrewal, Rohan Jain Ashis Kumar Dhara, Sudipta Mukhopadhyay and Niranjan Khandelwal, "Automated Detection of Solitary Pulmonary Nodule from Lung CT Images using Rule Based Classifier", in the proceedings of International Conference on VLSI and Signal Processing 2014, 10-12 January, IIT Kharagpur.

Patents:

1.  Bijaylaxmi Das, Sudipta Mukhopadhyay, " Method and apparatus for haze/fog removal from a single image with color correction", Patent filing no. TEMP/E-1/63469/2022-KOL dated  27-09-2022. (under evaluation) 

2. Sudipta Mukhopadhyay , Rahul Arora, "A Keystroke dynamics based system for synthesis of imposter data and normalization of energy level for user authentication and method thereof", Patent Application: 837/KOL/2014 dated 08-Aug-2014 (Full specification filed in Aug-2015).

3.  Sudipta Mukhopadhyay, Abhishek Kr. Tripathi, "A method and systems for removal of fog from the images and videos", Patent Application: 1029/KOL/2011,  PCT filing No. PCT/IN2012/000077  dated 02-02-2012.

4.  Sudipta Mukhopadhyay, Subhendu Seth, “Method or apparatus to detect the microcalcifications in X-Ray Images using Nonlinear Energy Operator“, patent application no.1372/KOL/2010, PTC application No. PCT/IN2011/000824 dated 05-Dec-2011.

5.  Debasish Nandi, Sudipta Mukhopadhyay, “An improved ultrasound imaging method/technique for speckle reduction/suppression in an improved ultra sound imaging system” patent application no 1296/KOL/2010, PTC application no. PTC/IN2011/000789, dated 14-Nov-2011.

6.  Abhishek Kumar Tripathi, Sudipta Mukhopadhyay, “Method and apparatus for detection and removal of rain from video using temporal and spatiotemporal properties”, Patent application No: 1284/KOL/2010, PTC application no. PCT/IN2011/000778 dated 11-Nov-2011.

7. Sudipta Mukhopadhyay, Abhishek Kumar Tripathi, “Method and apparatus for detecting the bad pixels in sensor array and concealing the error", Patent application No: 1279/KOL/2010 dated 12-11-2010, PTC application no. PCT/IN2011/000775 dated 11-Nov-2011.

8. Sudipta Mukhopadhyay, Debasish Nandi, “Super-resolution on Polar Domain Data", Patent application No: 636/KOL/2010 dated 11-Jun-2010.

For the entire list of Publications, please click here.