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Research Output

2020

Estimation of Backscatter Coefficients Using an in Situ Calibration Source

Nguyen, T. N., Tam, A. J., Do, M. N. & Oelze, M. L., Feb 2020, In : IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. 67, 2, p. 308-317 10 p., 8851294.

Research output: Contribution to journalArticle

2019

Automatic curation of sports highlights using multimodal excitement features

Merler, M., Mac, K. N. C., Joshi, D., Nguyen, Q. B., Hammer, S., Kent, J., Xiong, J., Do, M. N., Smith, J. R. & Feris, R. S., May 2019, In : IEEE Transactions on Multimedia. 21, 5, p. 1147-1160 14 p., 8491305.

Research output: Contribution to journalArticle

Characterizing Fatty Liver in vivo in Rabbits, Using Quantitative Ultrasound

Nguyen, T. N., Podkowa, A. S., Tam, A. Y., Arnold, E. C., Miller, R. J., Park, T. H., Do, M. N. & Oelze, M. L., Aug 2019, In : Ultrasound in Medicine and Biology. 45, 8, p. 2049-2062 14 p.

Research output: Contribution to journalArticle

Geometry-Aware GAN for Face Attribute Transfer

Huang, D., Tao, X., Lu, J. & Do, M. N., Sep 2019, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. IEEE Computer Society, p. 729-733 5 p. 8803830. (Proceedings - International Conference on Image Processing, ICIP; vol. 2019-September).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Joint density map and continuous angular refinement in cryo-electron microscopy

Zehni, M., Donati, L., Soubies, E., Zhao, Z. J., Do, M. N. & Unser, M., Jan 13 2019, In : IS and T International Symposium on Electronic Imaging Science and Technology. 2019, 13, COIMG-133.

Research output: Contribution to journalConference article

Rotation equivariant and invariant neural networks for microscopy image analysis

Chidester, B., Zhou, T., Do, M. N. & Ma, J., Jul 15 2019, In : Bioinformatics. 35, 14, p. i530-i537 btz353.

Research output: Contribution to journalArticle

Open Access

Structure-Texture Image Decomposition Using Deep Variational Priors

Kim, Y., Ham, B., Do, M. N. & Sohn, K., Jun 2019, In : IEEE Transactions on Image Processing. 28, 6, p. 2692-2704 13 p., 8586974.

Research output: Contribution to journalArticle

Visualization of the intensity field of a focused ultrasound source in Situ

Nguyen, T. N., Do, M. N. & Oelze, M. L., Jan 2019, In : IEEE transactions on medical imaging. 38, 1, p. 124-133 10 p., 8413139.

Research output: Contribution to journalArticle

2018

A smart unmanned aerial vehicle (UAV) based imaging system for inspection of deep hazardous tunnels

Tan, C. H., Ng, M., Shaiful, D. S. B., Win, S. K. H., Ang, W. J., Yeung, S. K., Lim, H. B., Do, M. N. & Foong, S., Dec 1 2018, In : Water Practice and Technology. 13, 4, p. 991-1000 10 p.

Research output: Contribution to journalArticle

CODE: Coherence Based Decision Boundaries for Feature Correspondence

Lin, W. Y., Wang, F., Cheng, M. M., Yeung, S. K., Torr, P. H. S., Do, M. N. & Lu, J., Jan 1 2018, In : IEEE transactions on pattern analysis and machine intelligence. 40, 1, p. 34-47 14 p.

Research output: Contribution to journalArticle

Correlating cellular features with gene expression using CCA

Subramanian, V., Chidester, B., Ma, J. & Do, M. N., May 23 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 805-808 4 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Discriminative bag-of-cells for imaging-genomics

Chidester, B., Do, M. N. & Ma, J., Jan 1 2018, In : Pacific Symposium on Biocomputing. 0, 212669, p. 319-330 12 p.

Research output: Contribution to journalConference article

Feature-less Stitching of Cylindrical Tunnel

Pahwa, R. S., Kiat Leong, W., Foong, S., Leman, K. & Do, M. N., Sep 14 2018, Proceedings - 17th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2018. Xiong, W., Shang, W., Xu, S. & Lee, H-K. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 502-507 6 p. 8466434. (Proceedings - 17th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image Restoration with Deep Generative Models

Yeh, R. A., Lim, T. Y., Chen, C., Schwing, A. G., Hasegawa-Johnson, M. & Do, M., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6772-6776 5 p. 8462317. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Integration of spatial distribution in imaging-genetics

Subramanian, V., Tang, W., Chidester, B., Ma, J. & Do, M. N., Jan 1 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Fichtinger, G., Davatzikos, C., Alberola-López, C., Frangi, A. F. & Schnabel, J. A. (eds.). Springer-Verlag, p. 245-253 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11071 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Locating 3D Object Proposals: A Depth-Based Online Approach

Pahwa, R. S., Lu, J., Jiang, N., Ng, T. T. & Do, M. N., Mar 2018, In : IEEE Transactions on Circuits and Systems for Video Technology. 28, 3, p. 626-639 14 p.

Research output: Contribution to journalArticle

Multi-Segment Reconstruction Using Invariant Features

Zehni, M., Do, M. N. & Zhao, Z., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4629-4633 5 p. 8461796. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Real-time 3D face verification with a consumer depth camera

Meyer, G. & Do, M. N., Dec 13 2018, Proceedings - 2018 15th Conference on Computer and Robot Vision, CRV 2018. Institute of Electrical and Electronics Engineers Inc., p. 71-79 9 p. 8575738. (Proceedings - 2018 15th Conference on Computer and Robot Vision, CRV 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sensitivity Analysis of Reference-Free Quantitative Ultrasound Tissue Classification

Nguyen, T., Do, M. & Oelze, M. L., Dec 17 2018, 2018 IEEE International Ultrasonics Symposium, IUS 2018. IEEE Computer Society, 8579885. (IEEE International Ultrasonics Symposium, IUS; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

SHREC'18: RgB-D object-to-cad retrieval

Pham, Q. H., Tran, M. K., Li, W., Xiang, S., Zhou, H., Nie, W., Liu, A., Su, Y., Tran, M. T., Bui, N. M., Do, T. L., Ninh, T. V., Le, T. K., Dao, A. V., Nguyen, V. T., Do, M. N., Duong, A. D., Hua, B. S., Yu, L. F., Nguyen, D. T. & 1 others, Yeung, S. K., Jan 1 2018, EG 3DOR 2018 - Eurographics Workshop on 3D Object Retrieval. Eurographics Association, p. 45-52 8 p. (Eurographics Workshop on 3D Object Retrieval, EG 3DOR; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

SHREC'18 track: 2D image-based 3D scene retrieval

Abdul-Rashid, H., Yuan, J., Li, B., Lu, Y., Bai, S., Bai, X., Bui, N. M., Do, M. N., Do, T. L., Duong, A. D., He, X., Le, T. K., Li, W., Liu, A., Liu, X., Nguyen, K. T., Nguyen, V. T., Nie, W., Ninh, V. T., Su, Y. & 6 others, Ton-That, V., Tran, M. T., Xiang, S., Zhou, H., Zhou, Y. & Zhou, Z., Jan 1 2018, EG 3DOR 2018 - Eurographics Workshop on 3D Object Retrieval. Eurographics Association, p. 37-44 8 p. (Eurographics Workshop on 3D Object Retrieval, EG 3DOR; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

SHREC'18 track: 2D scene sketch-based 3D scene retrieval

Yuan, J., Li, B., Lu, Y., Bai, S., Bai, X., Bui, N. M., Do, M. N., Do, T. L., Duong, A. D., He, X., Le, T. K., Li, W., Liu, A., Liu, X., Nguyen, K. T., Nguyen, V. T., Nie, W., Ninh, V. T., Su, Y., Ton-That, V. & 5 others, Tran, M. T., Xiang, S., Zhou, H., Zhou, Y. & Zhou, Z., Jan 1 2018, EG 3DOR 2018 - Eurographics Workshop on 3D Object Retrieval. Eurographics Association, p. 29-36 8 p. (Eurographics Workshop on 3D Object Retrieval, EG 3DOR; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Time-Frequency Networks for Audio Super-Resolution

Lim, T. Y., Yeh, R. A., Xu, Y., Do, M. N. & Hasegawa-Johnson, M. A., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 646-650 5 p. 8462049

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Tracking objects using 3D object proposals

Pahwa, R. S., Ng, T. T. & Do, M. N., Feb 5 2018, Proceedings - 9th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2017. Institute of Electrical and Electronics Engineers Inc., p. 1657-1660 4 p. (Proceedings - 9th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2017; vol. 2018-February).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Traffic flow analysis with multiple adaptive vehicle detectors and velocity estimation with landmark-based scanlines

Tran, M. T., Dinh-Duy, T., Truong, T. D., Ton-That, V., Do, T. N., Luong, Q. A., Nguyen, T. A., Nguyen, V. T. & Do, M. N., Dec 13 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2018. IEEE Computer Society, p. 100-107 8 p. 8575374. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2018-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Unsupervised Textual Grounding: Linking Words to Image Concepts

Yeh, R. A., Do, M. N. & Schwing, A. G., Dec 14 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 6125-6134 10 p. 8578739. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2017

Accelerated stereo matching for autonomous vehicles using an upright pinhole camera model

Chen, C., Lu, J., Kwon, D. K., Moore, D. & Do, M. N., Jan 1 2017, In : IS and T International Symposium on Electronic Imaging Science and Technology. p. 18-21 4 p.

Research output: Contribution to journalConference article

A quantitative framework for the analysis of multimodal optical microscopy images

Bower, A. J., Chidester, B., Li, J., Zhao, Y., Marjanovic, M., Chaney, E. J., Do, M. N. & Boppart, S. A., Jan 1 2017, In : Quantitative Imaging in Medicine and Surgery. 7, 1, p. 24-37 14 p.

Research output: Contribution to journalArticle

Automatic Gleason grading of prostate cancer using quantitative phase imaging and machine learning

Nguyen, T. H., Sridharan, S., MacIas, V., Kajdacsy-Balla, A., Melamed, J., Do, M. N. & Popescua, G., Mar 1 2017, In : Journal of biomedical optics. 22, 3, 036015.

Research output: Contribution to journalArticle

DASC: Robust Dense Descriptor for Multi-Modal and Multi-Spectral Correspondence Estimation

Kim, S., Min, D., Ham, B., Do, M. N. & Sohn, K., Sep 1 2017, In : IEEE transactions on pattern analysis and machine intelligence. 39, 9, p. 1712-1729 18 p., 7585122.

Research output: Contribution to journalArticle

Direct photometric alignment by mesh deformation

Lin, K., Jiang, N., Liu, S., Cheong, L. F., Do, M. & Lu, J., Nov 6 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 2701-2709 9 p. (Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017; vol. 2017-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Efficient Tensor Completion for Color Image and Video Recovery: Low-Rank Tensor Train

Bengua, J. A., Phien, H. N., Tuan, H. D. & Do, M. N., May 2017, In : IEEE Transactions on Image Processing. 26, 5, p. 2466-2479 14 p., 7859390.

Research output: Contribution to journalArticle

Foreword

Do, M. & Hovakimyan, N., Feb 10 2017, In : 54th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2016. 7852199.

Research output: Contribution to journalEditorial

Halo-free Phase Contrast Microscopy

Nguyen, T. H., Kandel, M., Shakir, H. M., Best, C., Arikkath, J., Do, M. N. & Popescu, G., Mar 24 2017, In : Scientific Reports. 7, 44034.

Research output: Contribution to journalArticle

Interpretable and globally optimal prediction for textual grounding using image concepts

Yeh, R. A., Xiong, J., Hwu, W. M. W., Do, M. N. & Schwing, A. G., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 1913-1923 11 p.

Research output: Contribution to journalConference article

Inverse Rendering and Relighting from Multiple Color Plus Depth Images

Liu, S. & Do, M. N., Oct 2017, In : IEEE Transactions on Image Processing. 26, 10, p. 4951-4961 11 p., 7983410.

Research output: Contribution to journalArticle

In-vivo study of quantitative ultrasound parameters in fatty rabbit livers

Nguyen, T., Podkowa, A., Miller, R. J., Oelze, M. L. & Do, M., Oct 31 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. IEEE Computer Society, 8091693. (IEEE International Ultrasonics Symposium, IUS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

In-vivo study of quantitative ultrasound parameters in fatty rabbit livers

Nguyen, T., Podkowa, A., Miller, R., Do, M. & Oelze, M., Oct 31 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. IEEE Computer Society, 8092517. (IEEE International Ultrasonics Symposium, IUS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Matrix Product State for Higher-Order Tensor Compression and Classification

Bengua, J. A., Ho, P. N., Tuan, H. D. & Do, M. N., Aug 1 2017, In : IEEE Transactions on Signal Processing. 65, 15, p. 4019-4030 12 p., 7927457.

Research output: Contribution to journalArticle

PatchMatch Filter: Edge-Aware Filtering Meets Randomized Search for Visual Correspondence

Lu, J., Li, Y., Yang, H., Min, D., Eng, W. & Do, M. N., Sep 1 2017, In : IEEE transactions on pattern analysis and machine intelligence. 39, 9, p. 1866-1879 14 p., 7588057.

Research output: Contribution to journalArticle

Semantic image inpainting with deep generative models

Yeh, R. A., Chen, C., Yian Lim, T., Schwing, A. G., Hasegawa-Johnson, M. & Do, M. N., Nov 6 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 6882-6890 9 p. (Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017; vol. 2017-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

SHREC'17: RgB-D to CAD retrieval with ObjectNN dataset

Hua, B. S., Truong, Q. T., Tran, M. K., Pham, Q. H., Kanezaki, A., Lee, T., Chiang, H. Y., Hsu, W., Li, B., Lu, Y., Johan, H., Tashiro, S., Aono, M., Tran, M. T., Pham, V. K., Nguyen, H. D., Nguyen, V. T., Tran, Q. T., Phan, T. V., Truong, B. & 5 others, Do, M. N., Duong, A. D., Yu, L. F., Nguyen, D. T. & Yeung, S. K., Jan 1 2017, EG 3DOR 2017 - Eurographics 2017 Workshop on 3D Object Retrieval. Pratikakis, I., Ovsjanikov, M. & Dupont, F. (eds.). Eurographics Association, p. 25-32 8 p. (Eurographics Workshop on 3D Object Retrieval, EG 3DOR; vol. 2017-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

SHREC'17: Deformable shape retrieval with missing parts

Rodolà, E., Cosmo, L., Litany, O., Bronstein, M. M., Bronstein, A. M., Audebert, N., Ben Hamza, A., Boulch, A., Castellani, U., Do, M. N., Duong, A. D., Furuya, T., Gasparetto, A., Hong, Y., Kim, J., Le Saux, B., Litman, R., Masoumi, M., Minello, G., Nguyen, H. D. & 11 others, Nguyen, V. T., Ohbuchi, R., Pham, V. K., Phan, T. V., Rezaei, M., Torsello, A., Tran, M. T., Tran, Q. T., Truong, B., Wan, L. & Zou, C., Jan 1 2017, EG 3DOR 2017 - Eurographics 2017 Workshop on 3D Object Retrieval. Ovsjanikov, M., Dupont, F. & Pratikakis, I. (eds.). Eurographics Association, p. 85-94 10 p. (Eurographics Workshop on 3D Object Retrieval, EG 3DOR; vol. 2017-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2016

3D panorama reconstruction based on sitemap joining

Wang, H., Guo, Y., Do, M. N., Zhang, C. & Tu, C., May 18 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1611-1615 5 p. 7471949. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2016-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Action Recognition in Still Images with Minimum Annotation Efforts

Yu, Z., Li, C., Wu, J., Cai, J., Do, M. N. & Lu, J., Nov 2016, In : IEEE Transactions on Image Processing. 25, 11, p. 5479-5490 12 p.

Research output: Contribution to journalArticle

Automatic Gleason grading of prostate cancer using SLIM and machine learning

Nguyen, T. H., Sridharan, S., Marcias, V., Balla, A. K., Do, M. N. & Popescu, G., Jan 1 2016, Quantitative Phase Imaging II. Popescu, G. & Park, Y. (eds.). SPIE, 97180Y. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9718).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Automatic tissue segmentation of breast biopsies imaged by QPI

Majeed, H., Nguyen, T., Kandel, M., Marcias, V., Do, M., Tangella, K., Balla, A. & Popescu, G., Jan 1 2016, Quantitative Phase Imaging II. Popescu, G. & Park, Y. (eds.). SPIE, 971817. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9718).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Binary code learning with semantic ranking based supervision

Nguyen, V. A. & Do, M., May 18 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1165-1169 5 p. 7471859. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2016-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Concatenated image completion via tensor augmentation and completion

Bengua, J. A., Tuan, H. D., Phien, H. N. & Do, M. N., Jan 1 2016, 2016, 10th International Conference on Signal Processing and Communication Systems, ICSPCS 2016 - Proceedings. Wysocki, T. A. & Wysocki, B. J. (eds.). Institute of Electrical and Electronics Engineers Inc., 7843326. (2016, 10th International Conference on Signal Processing and Communication Systems, ICSPCS 2016 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Deep learning based supervised hashing for efficient image retrieval

Nguyen, V. A. & Do, M. N., Aug 25 2016, 2016 IEEE International Conference on Multimedia and Expo, ICME 2016. IEEE Computer Society, 7552927. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2016-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution