Select Publications

Journal articles

Li X; Naman A; Taubman D, 2024, 'Exploration of Learned Lifting-Based Transform Structures for Fully Scalable and Accessible Wavelet-Like Image Compression', IEEE Transactions on Image Processing, 33, pp. 6173 - 6188, http://dx.doi.org/10.1109/TIP.2024.3482877

Mathew R; Naman AT; Li Y; Taubman D, 2023, 'JPEG 2000 Extensions for Scalable Coding of Discontinuous Media', IEEE Transactions on Image Processing, 32, pp. 3092 - 3107, http://dx.doi.org/10.1109/TIP.2023.3276569

Taubman D; Naman A; Smith M; Lemieux P-A; Saadat H; Watanabe O; Mathew R, 2022, 'High Throughput JPEG 2000 for Video Content Production and Delivery Over IP Networks', Frontiers in Signal Processing, 2, pp. 885644, http://dx.doi.org/10.3389/frsip.2022.885644

Ramandi HL; Irtza S; Sirojan T; Naman A; Mathew R; Sethu V; Roshan H; Lamei Ramandi H, 2022, 'FracDetect: A novel algorithm for 3D fracture detection in digital fractured rocks', Journal of Hydrology, 607, pp. 127482, http://dx.doi.org/10.1016/j.jhydrol.2022.127482

Young SI; Naman AT; Taubman D, 2020, 'Graph Laplacian Regularization for Robust Optical Flow Estimation', IEEE Transactions on Image Processing, 29, pp. 3970 - 3983, http://dx.doi.org/10.1109/TIP.2019.2945653

Haghighat M; Mathew R; Naman A; Taubman D, 2019, 'Illumination Estimation and Compensation of Low Frame Rate Video Sequences for Wavelet-Based Video Compression', IEEE Transactions on Image Processing, 28, pp. 4313 - 4327, http://dx.doi.org/10.1109/TIP.2019.2905756

Ruefenacht D; Naman AT; Mathew R; Taubman D, 2019, 'Base-Anchored Model for Highly Scalable and Accessible Compression of Multiview Imagery', IEEE Transactions on Image Processing, 28, pp. 3205 - 3218, http://dx.doi.org/10.1109/TIP.2019.2894968

Young SI; Naman AT; Taubman D, 2019, 'COGL: Coefficient graph laplacians for optimized JPEG image decoding', IEEE Transactions on Image Processing, 28, pp. 343 - 355, http://dx.doi.org/10.1109/TIP.2018.2867943

Naman AT; Wang Y; Gharakheili HH; Sivaraman V; Taubman D; Habibi Gharakheili H, 2018, 'Responsive high throughput congestion control for interactive applications over SDN-enabled networks', Computer Networks, 134, pp. 152 - 166, http://dx.doi.org/10.1016/j.comnet.2018.01.043

Xu R; Taubman D; Naman AT, 2016, 'Motion Estimation Based on Mutual Information and Adaptive Multi-Scale Thresholding', IEEE Transactions on Image Processing, 25, pp. 1095 - 1108, http://dx.doi.org/10.1109/TIP.2016.2514488

Naman AT; Taubman D, 2014, 'Flexible synthesis of video frames based on motion hints', IEEE Transactions on Image Processing, 23, pp. 3802 - 3815, http://dx.doi.org/10.1109/TIP.2014.2332763

Xu R; Taubman D; Naman AT, 2014, 'Nonlinear transform for robust dense block-based motion estimation', IEEE Transactions on Image Processing, 23, pp. 2222 - 2234, http://dx.doi.org/10.1109/TIP.2014.2314023

Naman AT; Taubman DS, 2011, 'JPEG2000-Based Scalable Interactive Video (JSIV)', IEEE Transactions on Image Processing, 20, pp. 1435 - 1449, http://dx.doi.org/10.1109/TIP.2010.2093905

Naman AT; Taubman DS, 2011, 'JPEG2000-Based Scalable Interactive Video (JSIV) with Motion Compensation', IEEE Transactions on Image Processing, 20, pp. 2650 - 2663, http://dx.doi.org/10.1109/TIP.2011.2126588

Conference Papers

Li X; Naman A; Taubman D, 2023, 'Improved Transform Structures for Learned Wavelet-Like Fully Scalable Image Compression', in 2023 IEEE 25th International Workshop on Multimedia Signal Processing, MMSP 2023, http://dx.doi.org/10.1109/MMSP59012.2023.10337703

Li X; Naman A; Taubman D, 2022, 'A NEURAL NETWORK LIFTING BASED SECONDARY TRANSFORM FOR IMPROVED FULLY SCALABLE IMAGE COMPRESSION IN JPEG 2000', in Proceedings - International Conference on Image Processing, ICIP, pp. 1606 - 1610, http://dx.doi.org/10.1109/ICIP46576.2022.9897986

Gray JL; Naman AT; Taubman DS, 2022, 'Gradient Consistency Based Multi-Scale Optical Flow', in 2022 IEEE 24th International Workshop on Multimedia Signal Processing, MMSP 2022, http://dx.doi.org/10.1109/MMSP55362.2022.9949072

Li X; Naman A; Taubman D, 2021, 'MACHINE-LEARNING BASED SECONDARY TRANSFORM FOR IMPROVED IMAGE COMPRESSION IN JPEG2000', in Proceedings - International Conference on Image Processing, ICIP, pp. 3752 - 3756, http://dx.doi.org/10.1109/ICIP42928.2021.9506122

Gray JL; Naman AT; Taubman DS, 2021, 'WELSCH BASED MULTIVIEW DISPARITY ESTIMATION', in Proceedings - International Conference on Image Processing, ICIP, pp. 3223 - 3227, http://dx.doi.org/10.1109/ICIP42928.2021.9506766

Li X; Naman A; Taubman D, 2020, 'Adaptive Secondary Transform for Improved Image Coding Efficiency in JPEG2000', in Proceedings - International Conference on Image Processing, ICIP, pp. 1216 - 1220, http://dx.doi.org/10.1109/ICIP40778.2020.9190654

Naman AT; Taubman D, 2020, 'Encoding High-Throughput Jpeg2000 (Htj2k) Images on A Gpu', in Proceedings - International Conference on Image Processing, ICIP, Institute of Electrical and Electronics Engineers (IEEE), ELECTR NETWORK, pp. 1171 - 1175, presented at 2020 IEEE International Conference on Image Processing (ICIP), ELECTR NETWORK, 25 September 2020 - 28 September 2020, http://dx.doi.org/10.1109/ICIP40778.2020.9190899

Li Y; Mathew R; Ruefenacht D; Naman A; Taubman D, 2019, 'Consistent Disparity Synthesis for Inter-View Prediction in Lightfield Compression', in 2019 Picture Coding Symposium, PCS 2019, Institute of Electrical and Electronics Engineers (IEEE), PEOPLES R CHINA, Zhejiang Univ, Ningbo Inst Technol, Ningbo, pp. 1 - 5, presented at 2019 Picture Coding Symposium (PCS), PEOPLES R CHINA, Zhejiang Univ, Ningbo Inst Technol, Ningbo, 12 November 2019 - 15 November 2019, http://dx.doi.org/10.1109/PCS48520.2019.8954506

Young S; Naman A; Girod B; Taubman D, 2019, 'Solving vision problems via filtering', in Proceedings of the IEEE International Conference on Computer Vision, Institute of Electrical and Electronics Engineers (IEEE), SOUTH KOREA, Seoul, pp. 5591 - 5600, presented at 2019 IEEE/CVF International Conference on Computer Vision (ICCV), SOUTH KOREA, Seoul, 27 October 2019 - 02 November 2019, http://dx.doi.org/10.1109/ICCV.2019.00569

Naman AT; Taubman D, 2019, 'Decoding High-Throughput Jpeg2000 (HTJ2K) on A G', in Proceedings - International Conference on Image Processing, ICIP, pp. 1084 - 1088, http://dx.doi.org/10.1109/ICIP.2019.8803729

Taubman D; Naman A; Mathew R, 2019, 'High Throughput Block Coding in the HTJ2K Compression Standard', in Proceedings - International Conference on Image Processing, ICIP, pp. 1079 - 1083, http://dx.doi.org/10.1109/ICIP.2019.8803774

Ahmmed A; Naman A; Pickering M, 2019, 'Leveraging the Discrete Cosine Basis for Better Motion Modelling in Highly Textured Video Sequences', in Proceedings - International Conference on Image Processing, ICIP, pp. 3542 - 3546, http://dx.doi.org/10.1109/ICIP.2019.8803718

Ahmmed A; Naman AT; Taubman D, 2018, 'Enhanced Homogeneous Motion Discovery Oriented Prediction for Key Intermediate Frames', in 2018 Picture Coding Symposium, PCS 2018 - Proceedings, pp. 238 - 242, http://dx.doi.org/10.1109/PCS.2018.8456251

Haghighat M; Reji Mathew ; Aous Naman ; Sean Young ; David Taubman ; Taubman D; Mathew R; Young S; Naman A, 2018, 'Rate-distortion optimized illumination estimation for wavelet-based video coding', in Rate-distortion optimized illumination estimation for wavelet-based video coding, IEEE, Calgary, Canada, pp. 1213 - 1217, presented at 2018 IEEE International Conference on Acoustics, Speech and Signal Processing, Calgary, Canada, 15 April 2018 - 20 April 2018, http://dx.doi.org/10.1109/ICASSP.2018.8462422

Haghighat M; Mathew R; Naman A; Young S; Taubman D, 2018, 'Rate-distortion optimized illumination estimation for wavelet-based video coding', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 1213 - 1217, http://dx.doi.org/10.1109/ICASSP.2018.8462422

Ahmmed A; Rahman A; Pickering M; Naman AT, 2017, '4K Ultra High Definition Video Coding using Homogeneous Motion Discovery Oriented Prediction', in Guo Y; Li H; Cai W; Murshed M; Wang Z; Gao J; Feng DD (eds.), 2017 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING - TECHNIQUES AND APPLICATIONS (DICTA), IEEE, Sydney, AUSTRALIA, pp. 820 - 825, presented at International Conference on Digital Image Computing - Techniques and Applications (DICTA), Sydney, AUSTRALIA, 29 November 2017 - 01 December 2017, http://dx.doi.org/10.1109/DICTA.2017.8227385

Haghighat M; Mathew RK; Naman A; Taubman D, 2017, 'Lifting-based illumination adaptive transform (LIAT) framework using mesh-based illumination modelling', in Proceedings / ICIP ... International Conference on Image Processing, Institute of Electrical and Electronics Engineers (IEEE), Beijing, pp. 3006 - 3010, presented at IEEE International Conference on Image Processing (ICIP), Beijing, 17 September 2017 - 20 September 2017, http://dx.doi.org/10.1109/ICIP.2017.8296834

Taubman D; Naman A; Mathew R, 2017, 'FBCOT: A fast block coding option for JPEG 2000', in Proceedings of SPIE - The International Society for Optical Engineering, San Diego, California, United States, presented at SPIE OPTICAL ENGINEERING + APPLICATIONS, San Diego, California, United States, 06 August 2017 - 10 August 2017, http://dx.doi.org/10.1117/12.2273783

Ahmmed A; Taubman D; Naman AT; Pickering M, 2017, 'Homogeneous motion discovery oriented reference frame for high efficiency video coding', in 2016 Picture Coding Symposium, PCS 2016, http://dx.doi.org/10.1109/PCS.2016.7906335

Ahmmed A; Rahman A; Pickering M; Naman AT, 2017, '4K Ultra High Definition Video Coding Using Homogeneous Motion Discovery Oriented Prediction', in 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA), pp. 1 - 6, http://dx.doi.org/10.1109/DICTA.2017.8227385

Taubman D; Naman A; Mathew R, 2017, 'High Throughput JPEG2000: New Algorithms and Opportunities', in IBC 2017, The World’s Leading Media, Entertainment & Technology Show

Young S; Naman A; Mathew RK; Taubman D, 2016, 'Optimized Decoding of JPEG Images Based on Generalized Graph Laplacians', in Picture Coding Symposium (PCS), 2016, Nuremberg, Germany, presented at 2016 Picture Coding Symposium, Nuremberg, Germany, 04 December 2016 - 07 December 2016, http://dx.doi.org/10.1109/PCS.2016.7906370

Naman A; Taubman D; Mathew RK, 2016, 'Optimization and Compression of Geometry Discontinuities for Graph-Based Representation of Piecewise Smooth Media', in 2016 IEEE International Conference on Image Processing (ICIP), USA, presented at 2016 IEEE International Conference on Image Processing (ICIP), USA, 25 September 2016 - 28 September 2016, http://dx.doi.org/10.1109/ICIP.2016.7532310

Xu R; Naman AT; Mathew R; Rufenacht D; Taubman D, 2015, 'Motion estimation with accurate boundaries', in 2015 Picture Coding Symposium, PCS 2015 - with 2015 Packet Video Workshop, PV 2015 - Proceedings, pp. 184 - 188, http://dx.doi.org/10.1109/PCS.2015.7170072

Ahmmed A; Alam MJ; Naman AT; Pickering M; Taubman D, 2015, 'Motion hints mode for macroblock coding in bi-predictive slices', in 2015 Picture Coding Symposium, PCS 2015 - with 2015 Packet Video Workshop, PV 2015 - Proceedings, Institute of Electrical and Electronics Engineers (IEEE), AUSTRALIA, Cairns, pp. 55 - 59, presented at 2015 Picture Coding Symposium (PCS), AUSTRALIA, Cairns, 31 May 2015 - 03 June 2015, http://dx.doi.org/10.1109/PCS.2015.7170046

Xu R; Taubman DS; Naman A, 2014, 'Block motion matching on directional subbands with interband suppression', in Image Processing (ICIP), 2014 IEEE International Conference, IEEE, Paris, France, pp. 219 - 223, presented at 2014 IEEE International Conference on Image Processing (ICIP), Paris, France, 27 October 2014 - 30 October 2014, http://dx.doi.org/10.1109/ICIP.2014.7025043

Naman AT; Taubman D; Xu R, 2014, 'Overlapping motion hints with polynomial motion for video communication', in 2014 IEEE International Conference on Image Processing, ICIP 2014, pp. 5986 - 5990, http://dx.doi.org/10.1109/ICIP.2014.7026208

ahmmed A; alam M; Pickering M; xu R; naman A; taubman D, 2013, 'Motion hints based inter-frame prediction for hybrid video coding', in Proceedings of Picture Coding Symposium (PCS), 2013, San Jose, USA, presented at Picture Coding Symposium (PCS), 2013, San Jose, USA, 08 December 2013 - 11 December 2013, http://dx.doi.org/10.1109/PCS.2013.6737712

Alam MJ; Ahmmed A; Rui X; Naman AT; Pickering M; Taubman D, 2013, 'Motion segmentation initialization strategies for bi-directional inter-frame prediction', in 2013 IEEE 15th International Workshop on Multimedia Signal Processing (MMSP 2013), Pula, Italy, presented at Multimedia Signal Processing (MMSP), 2013, Pula, Italy, 30 September 2013 - 02 October 2013, http://dx.doi.org/10.1109/MMSP.2013.6659264

Naman AT; Taubman D, 2013, 'A Soft Measure for Identifying Structure from Randomness in Images', in Proceedings 2013 IEEE International Conference on Image Processing (ICIP 2013), Melbourne, Australia, presented at IEEE International Conference on Image Processing (ICIP 2013), Melbourne, Australia, 15 September 2013 - 18 September 2013, http://dx.doi.org/10.1109/ICIP.2013.6738605

Naman AT; Xu ; Taubman , 2013, 'Inter-Frame Prediction Using Motion Hints', in Proceedings 2013 IEEE International Conference on Image Processing (ICIP 2013), Melbourne, Australia, presented at 2013 IEEE International Conference on Image Processing, Melbourne, Australia, 15 September 2013 - 18 September 2013, http://dx.doi.org/10.1109/ICIP.2013.6738369

Naman AT; Edwards D; Taubman DS, 2011, 'Efficient communication of video using metadata', in ICIP 2011: 2011 18th IEEE International Conference on Image Processing, IEEE Computer Society, Piscataway, NJ, pp. 581 - 584, presented at 2011 18th IEEE International Conference on Image Processing, ICIP 2011, Brussels, Belgium, 11 September 2011 - 14 September 2011, http://dx.doi.org/10.1109/ICIP.2011.6116616

Taubman DS; Naman AT, 2010, 'Predictor selection using quantization intervals in JPEG2000-Based Scalable Interactive Video (JSIV)', in International Conference on Image Processing, IEEE, USA, pp. 2897 - 2900, presented at 2010 17th IEEE International Conference on Image Processing, Hong Kong, 26 September 2010 - 29 September 2010, http://dx.doi.org/10.1109/ICIP.2010.5652632

Taubman DS; Naman AT, 2009, 'Rate-distortion optimized JPEG2000-based scalable interactive video (JSIV) with motion and quantization bin side-information', IEEE, Cairo, Egypt, presented at International Conference on Image Processing (ICIP 2009), Cairo, Egypt, 07 November 2009 - 11 November 2009, http://dx.doi.org/10.1109/ICIP.2009.5414480

Naman AT; Taubman DS, 2008, 'Distortion estimation for optimized delivery of JPEG2000 compressed video with motion', in 2008 10th IEEE International workshop on multimedia signal processing, Cairns, Qld, presented at 10th IEEE International workshop on multimedia signal processing 2008, Cairns, Qld, 08 October 2008 - 10 October 2008, http://dx.doi.org/10.1109/MMSP.2008.4665118

Naman AT; Taubman DS, 2008, 'Rate distortion optimized delivery of JPEG2000 compressed video with hierarchical motion side information', in 2008 15th IEEE international conference on image processing, presented at 2008 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, http://dx.doi.org/10.1109/ICIP.2008.4712254


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