Anustup Choudhury

Conference Papers

Invited

• Anustup Choudhury and Scott Daly. Combining Quality Metrics for improved HDR Image Quality Assessment. IEEE International Conference on Multimedia Information Processing and Retrieval , San Jose, USA, March 2019.
• Anustup Choudhury, Suzanne Farrell, Robin Atkins and Scott Daly. Prediction of Overall HDR Quality by using Perceptually Transformed Display Measurements. SID Symposium Digest of Technical Papers , Los Angeles, USA, May 2017.

Refereed

• Jinlin Lai, Anustup Choudhury, and Guan-Ming Su. Outdoor Scene Relighting with Diffusion Models. International Conference on Pattern Recognition, Kolkata, India, December 2024.
• Sri Harsha Musunuri, Anustup Choudhury, Guan-Ming Su, and Seobin Park. Event-Based Video Frame Extrapolation with Recurrent Neural Networks. Asilomar Conference on Signals, Systems and Computers, Pacific Grove, USA, October 2024.
• Anustup Choudhury, Praneet Singh, and Guan-Ming Su. NeRVA: Joint Implicit Neural Representations for Videos and Audios. IEEE International Conference on Multimedia and Expo, Niagara Falls, Canada, July 2024. (Oral)
• Lakshmi Priya Muraleedharan, Jian Liu, Ujjal Kr Dutta, Anustup Choudhury, and Guan-Ming Su. Neural Fields for Multimedia Applications (Part-2): Trends in Volumetric Videos and 3D Objects. International Conference on Smart Multimedia, Redondo Beach, USA, March 2024.
• Ujjal Kr Dutta, Anustup Choudhury, Lakshmi Priya Muraleedharan, Jian Liu, and Guan-Ming Su. Neural Fields for Multimedia Applications (Part-1): Trends in Audio, Images and Videos. International Conference on Smart Multimedia, Redondo Beach, USA, March 2024.
• Anustup Choudhury and Guan-Ming Su. Progressive Coding for Neural Field Transmission. IEEE International Symposium on Multimedia, Laguna Hills, USA, December 2023.
• Anustup Choudhury, Guan-Ming Su, and Siddhant Gautam. Residual Encoding using Neural Field for Image Sequence Modeling. Asilomar Conference on Signals, Systems and Computers, Pacific Grove, USA, November 2023.
• Anustup Choudhury, Lukáš Krasula, Scott Daly, Zhi Li, Robin Atkins, and Ludovic Malfait. Testing 4K HDR-WCG professional video content for subjective quality using a browser-based approach. SMPTE Media Technology Summit , Los Angeles, USA, October 2023.
• Anustup Choudhury and Guan-Ming Su. Neural Field Real-Time Transmission using Multiple Description Coding with Random Position Sampling. IEEE International Conference on Image Processing , Kuala Lumpur, Malaysia, October 2023.
• Lukáš Krasula, Anustup Choudhury, Scott Daly, Zhi Li, Robin Atkins, Ludovic Malfait, and Aditya Mavlankar. Subjective video quality for 4K HDR-WCG content using a browser-based approach for "at-home" testing. IS&T Electronic Imaging - Image Quality and System Performance XX , San Francisco, USA, January 2023.
• Scott Daly, Timo Kunkel, Guan-Ming Su, and Anustup Choudhury. Spatiochromatic and temporal natural image statistics modelling: Applications from display analysis to neural networks. IS&T Electronic Imaging - Color Imaging XXVIII: Displaying, Processing, Hardcopy, and Applications , San Francisco, USA, January 2023.
• Jaclyn Pytlarz, Anustup Choudhury and Robin Atkins. Achieving Cinematic Motion with High Dynamic Range. SMPTE Annual Technical Conference and Exhibition , Held Online, November 2020.
• Robert Wanat, Anustup Choudhury and Scott Daly. Spatiochromatic Model for Image Quality Prediction of High Dynamic Range and Wide Color Gamut Content . SID Symposium Digest of Technical Papers , Held Online, August 2020.
• Anustup Choudhury and Scott Daly. Comparing common still image quality metrics in recent High Dynamic Range (HDR) and Wide Color Gamut (WCG) representations. IS&T Electronic Imaging - Image Quality and System Performance XVII , Burlingame, USA, January 2020.
• Anustup Choudhury and Scott Daly. Comparing a spatial extension of ICtCp color representation with S-CIELAB and other recent color metrics for HDR and WCG quality assessment. IS&T Electronic Imaging - Color Imaging XXV: Displaying, Processing, Hardcopy, and Applications , Burlingame, USA, January 2020.
• Anustup Choudhury, Jaclyn Pytlarz and Scott Daly. HDR and WCG Image Quality Assessment Using Color Difference Metrics. SMPTE Annual Technical Conference and Exhibition , Los Angeles, USA, October 2019. [YouTube Link ]
• Anustup Choudhury and Scott Daly. Combining Quality Metrics using Machine learning for Improved and Robust HDR Image Quality Assessment. IS&T Electronic Imaging - Image Quality and System Performance XVI , Burlingame, USA, January 2019.
• Anustup Choudhury and Scott Daly. HDR Image Quality Assessment Using Machine-learning based Combination of Quality Metrics. IEEE Global Conference on Signal and Image Processing , Anaheim, USA, November 2018.
• Anustup Choudhury and Scott Daly. Machine Learning as applied intrinsically to individual dimensions of HDR Display Quality. Picture Coding Symposium , San Francisco, USA, June 2018.
• Anustup Choudhury and Scott Daly. Advantages of Incorporating Perceptual Component Models into a Machine Learning framework for Prediction of Display Quality. IS&T Electronic Imaging - Image Quality and System Performance XV , Burlingame, USA, January 2018.
• Anustup Choudhury, Suzanne Farrell, Robin Atkins and Scott Daly. Prediction of HDR quality by combining Perceptually Transformed Display Measurements with Machine Learning. SPIE Optical Engineering + Applications - Applications of Digital Image Processing XL , San Diego, USA, August 2017.
• Anustup Choudhury and Peter van Beek. Boosting Performance and Speed of Single-Image Super-Resolution based on Partitioned Linear Regression. IEEE International Conference on Image Processing , Phoenix, USA, October 2016.
• Xu Chen, Anustup Choudhury, Peter van Beek and Andrew Segall. Facial Video Super-Resolution using Semantic Exemplar Components. IEEE International Conference on Image Processing , Québec City, Canada, September 2015. (Recognized as a "Top 10%" ICIP 2015 paper)
• Anustup Choudhury and Andrew Segall. Face Super-Resolution using Coherency Sensitive Hashing. IS&T/SPIE Electronic Imaging - Digital Photography and Mobile Imaging XI , San Francisco, USA, February 2015.
• Anustup Choudhury and Andrew Segall. Channeling Mr. Potato Head - Face Super-Resolution using Semantic Components. IEEE Southwest Symposium on Image Analysis and Interpretation , San Diego, USA, April 2014.
• Anustup Choudhury, Peter van Beek and Andrew Segall. Image detail enhancement using a dictionary technique. IEEE International Conference on Image Processing , Orlando, USA, October 2012.
• Anustup Choudhury and Gérard Medioni. Perceptually Motivated Automatic Sharpness Enhancement Using Hierarchy of Non-local Means. IEEE International Conference on Computer Vision, Color and Photometry in Computer Vision Workshop, Barcelona, Spain, November 2011.
• Anustup Choudhury and Gérard Medioni. Color Constancy Using standard deviation of color channels. International Conference on Pattern Recognition, Istanbul, Turkey, August 2010.
• Anustup Choudhury and Gérard Medioni. Color Contrast Enhancement for Visually Impaired people. IEEE Conference on Computer Vision and Pattern Recognition, Computer Vision Applications for Visually Impaired Workshop , San Francisco, USA, June 2010.
• Anustup Choudhury and Gérard Medioni. Color Constancy using Denoising Methods and Cepstral Analysis. IEEE International Conference on Image Processing, Cairo, Egypt, November 2009.
• Anustup Choudhury and Gérard Medioni. Perceptually Motivated Automatic Color Contrast Enhancement. IEEE International Conference on Computer Vision, Color and Reflectance in Imaging and Computer Vision Workshop, Kyoto, Japan, October 2009.
• Gérard Medioni, Jongmoo Choi, Cheng-Hao Kuo, Anustup Choudhury, Li Zhang and Douglas Fidaleo. Non-Cooperative Persons Identification at a Distance with 3D Face Modeling. IEEE Conference on Biometrics: Theory, Applications and Systems, Washington DC, USA, September 2007. (One of The Best Papers)
• Matthew Boutell, Anustup Choudhury, Jiebo Luo and Chris Brown. Using Semantic Features for Scene Classification: How Good do they Need to Be?. IEEE International Conference on Multimedia and Expo, Toronto, Canada, July 2006.