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Publication Year

  • 2020
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Author

  • Sethuraman Panchanathan
2020

Deep Active Learning for Image Regression

Ranganathan, H., Venkateswara, H., Chakraborty, S. & Panchanathan, S., Jan 1 2020, Advances in Intelligent Systems and Computing. Springer, p. 113-135 23 p. (Advances in Intelligent Systems and Computing; vol. 1098).

Research output: Chapter in Book/Report/Conference proceedingChapter

Representation, Exploration and Recommendation of Playlists

Papreja, P., Venkateswara, H. & Panchanathan, S., Jan 1 2020, Machine Learning and Knowledge Discovery in Databases - International Workshops of ECML PKDD 2019, Proceedings. Cellier, P. & Driessens, K. (eds.). Springer, p. 543-550 8 p. (Communications in Computer and Information Science; vol. 1168 CCIS).

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

2019

A Low Resolution Haptic Interface for Interactive Applications

Fakhri, B., Sharma, S., Soni, B., Chowdhury, A., McDaniel, T. & Panchanathan, S., Jan 1 2019, Universal Access in Human-Computer Interaction. Multimodality and Assistive Environments - 13th International Conference, UAHCI 2019, Held as Part of the 21st HCI International Conference, HCII 2019, Proceedings. Antona, M. & Stephanidis, C. (eds.). Springer Verlag, p. 224-233 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11573 LNCS).

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

A Time-Discrete Haptic Feedback System for Use by Persons with Lower-Limb Prostheses During Gait

Kaplan, G., McDaniel, T., Abbas, J., Tadayon, R. & Panchanathan, S., Jan 1 2019, Universal Access in Human-Computer Interaction. Multimodality and Assistive Environments - 13th International Conference, UAHCI 2019, Held as Part of the 21st HCI International Conference, HCII 2019, Proceedings. Antona, M. & Stephanidis, C. (eds.). Springer Verlag, p. 250-261 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11573 LNCS).

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

Guest Editorial: Special Issue on Human-Centric Cyber Social Computing

Jin, Q., Li, W., Guo, S. & Panchanathan, S., Oct 2019, In : IEEE Transactions on Computational Social Systems. 6, 5, p. 1038-1040 3 p., 8861180.

Research output: Contribution to journalEditorial

HaptWrap: Augmenting non-visual travel via visual-to-tactile mapping of objects in motion

Duarte, B., McDaniel, T., Chowdhury, A., Gill, S. & Panchanathan, S., Oct 15 2019, MAHCI 2019 - Proceedings of the 2nd Workshop on Multimedia for Accessible Human Computer Interfaces, co-located with MM 2019. Association for Computing Machinery, Inc, p. 17-24 8 p. (MAHCI 2019 - Proceedings of the 2nd Workshop on Multimedia for Accessible Human Computer Interfaces, co-located with MM 2019).

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

MisophoniAPP: Person-centric gamified therapy for smarter treatment of misophonia

Noziglia, R., McDaniel, T., Anderson, D., Tadayon, R. & Panchanathan, S., Nov 2019, GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings. Institute of Electrical and Electronics Engineers Inc., 8969513. (GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings).

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

Parent and Child Voice Activity Detection in Pivotal Response Treatment Video Probes

Heath, C. D. C., McDaniel, T., Venkateswara, H. & Panchanathan, S., Jan 1 2019, Learning and Collaboration Technologies. Ubiquitous and Virtual Environments for Learning and Collaboration - 6th International Conference, LCT 2019, Held as Part of the 21st HCI International Conference, HCII 2019, Proceedings. Zaphiris, P. & Ioannou, A. (eds.). Springer Verlag, p. 270-286 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11591 LNCS).

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

2 Scopus citations

Recognition of tactile facial action units by individuals who are blind and sighted: A comparative study

McDaniel, T., Tran, D., Chowdhury, A., Fakhri, B. & Panchanathan, S., Jun 2019, In : Multimodal Technologies and Interaction. 3, 2, 32.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations

Smart Stadia as Testbeds for Smart Cities: Enriching Fan Experiences and Improving Accessibility

Panchanathan, S., McDaniel, T., Tadayon, R., Rukkila, A. & Demakethepalli Venkateswara, H., Apr 8 2019, 2019 International Conference on Computing, Networking and Communications, ICNC 2019. Institute of Electrical and Electronics Engineers Inc., p. 542-546 5 p. 8685580. (2019 International Conference on Computing, Networking and Communications, ICNC 2019).

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

1 Scopus citations

The blind date: Improving the accessibility of mobile dating applications for individuals with visual impairments

Moore, M., Heath, C., McDaniel, T. & Panchanathan, S., Nov 2019, GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings. Institute of Electrical and Electronics Engineers Inc., 8969552. (GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings).

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

Using multimodal data for automated fidelity evaluation in pivotal response treatment videos

Heath, C. D. C., Venkateswara, H., McDaniel, T. & Panchanathan, S., Nov 2019, GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings. Institute of Electrical and Electronics Engineers Inc., 8969089. (GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings).

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

Wearable Computing and Human-Centricity

Tadayon, A., Tadayon, R., McDaniel, T. & Panchanathan, S., Jan 1 2019, Studies in Systems, Decision and Control. Springer International Publishing, p. 381-413 33 p. (Studies in Systems, Decision and Control; vol. 164).

Research output: Chapter in Book/Report/Conference proceedingChapter

2018

Chat-box: Proposing a mood analyzer for individuals with social interaction disabilities

Gupta, B., Saxon, M., McDaniel, T. & Panchanathan, S., Jan 1 2018, HCI International 2018 – Posters’ Extended Abstracts - 20th International Conference, HCI International 2018, Proceedings. Stephanidis, C. (ed.). Springer Verlag, p. 394-401 8 p. (Communications in Computer and Information Science; vol. 851).

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

Computer Vision for Augmentative and Alternative Communication

Panchanathan, S., Moore, M., Demakethepalli Venkateswara, H., Chakraborty, S. & McDaniel, T., Jan 1 2018, Computer Vision For Assistive Healthcare. Elsevier Inc., p. 211-248 38 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Deep active learning for image classification

Ranganathan, H., Demakethepalli Venkateswara, H., Chakraborty, S. & Panchanathan, S., Feb 20 2018, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. IEEE Computer Society, Vol. 2017-September. p. 3934-3938 5 p.

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

6 Scopus citations

Deep reinforcement learning methods for navigational aids

Fakhri, B., Keech, A., Schlosser, J., Brooks, E., Demakethepalli Venkateswara, H., Panchanathan, S. & Kira, Z., Jan 1 2018, Smart Multimedia - 1st International Conference, ICSM 2018, Revised Selected Papers. Berretti, S. & Basu, A. (eds.). Springer Verlag, p. 66-75 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11010 LNCS).

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

Detecting attention in pivotal response treatment video probes

Heath, C. D. C., Demakethepalli Venkateswara, H., McDaniel, T. & Panchanathan, S., Jan 1 2018, Smart Multimedia - 1st International Conference, ICSM 2018, Revised Selected Papers. Berretti, S. & Basu, A. (eds.). Springer Verlag, p. 248-259 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11010 LNCS).

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

1 Scopus citations

Functional case study evaluation of the smartgym: An anticipatory system to detect body compliance

Tadayon, A., McDaniel, T. & Panchanathan, S., Oct 15 2018, HealthMedia 2018 - Proceedings of the 3rd International Workshop on Multimedia for Personal Health and Health Care, co-located with MM 2018. Association for Computing Machinery, Inc, p. 67-71 5 p.

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

Haptic vision: Augmenting non-visual travel and accessing environmental information at a distance

Duarte, B., McDaniel, T., Tadayon, R., Devkota, S., Strasser, G., Ramey, C. C. & Panchanathan, S., Jan 1 2018, Smart Multimedia - 1st International Conference, ICSM 2018, Revised Selected Papers. Berretti, S. & Basu, A. (eds.). Springer Verlag, p. 90-101 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11010 LNCS).

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

1 Scopus citations

Multi-Label Deep Active Learning with Label Correlation

Ranganathan, H., Demakethepalli Venkateswara, H., Chakraborty, S. & Panchanathan, S., Aug 29 2018, 2018 IEEE International Conference on Image Processing, ICIP 2018 - Proceedings. IEEE Computer Society, p. 3418-3422 5 p. 8451460. (Proceedings - International Conference on Image Processing, ICIP).

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

2 Scopus citations

Person-centric multimedia: How research inspirations from designing solutions for individual users benefits the broader population

Panchanathan, S., Tadayon, R., Demakethepalli Venkateswara, H. & McDaniel, T., Jan 1 2018, Smart Multimedia - 1st International Conference, ICSM 2018, Revised Selected Papers. Berretti, S. & Basu, A. (eds.). Springer Verlag, p. 51-65 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11010 LNCS).

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

Real-time stealth intervention for motor learning using player flow-state

Tadayon, R., Amresh, A., McDaniel, T. & Panchanathan, S., Jun 29 2018, 2018 IEEE 6th International Conference on Serious Games and Applications for Health, SeGAH 2018. Vilaca, J. L., Duque, D., Rodrigues, N., Dias, N. & Grechenig, T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1-8 8 p.

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

3 Scopus citations

Semi-supervised adversarial image-to-image translation

Eusebio, J., Demakethepalli Venkateswara, H. & Panchanathan, S., Jan 1 2018, Smart Multimedia - 1st International Conference, ICSM 2018, Revised Selected Papers. Berretti, S. & Basu, A. (eds.). Springer Verlag, p. 334-344 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11010 LNCS).

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

Tactile facial action units toward enriching social interactions for individuals who are blind

McDaniel, T., Devkota, S., Tadayon, R., Duarte, B., Fakhri, B. & Panchanathan, S., Jan 1 2018, Smart Multimedia - 1st International Conference, ICSM 2018, Revised Selected Papers. Berretti, S. & Basu, A. (eds.). Springer Verlag, p. 3-14 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11010 LNCS).

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

Tactile facial expressions and associated emotions toward accessible social interactions for individuals who are blind

McDaniel, T., Tran, D., Devkota, S., DiLorenzo, K., Fakhri, B. & Panchanathan, S., Oct 15 2018, MAHCI 2018 - Proceedings of the 2018 Workshop on Multimedia for Accessible Human Computer Interface, co-located with MM 2018. Association for Computing Machinery, Inc, p. 25-32 8 p.

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

2 Scopus citations
1 Scopus citations
2017

A survey of multimodal systems and techniques for motor learning

Tadayon, R., McDaniel, T. & Panchanathan, S., 2017, In : Journal of Information Processing Systems. 13, 1, p. 8-25 18 p.

Research output: Contribution to journalArticle

1 Scopus citations

Deep hashing network for unsupervised domain adaptation

Demakethepalli Venkateswara, H., Eusebio, J., Chakraborty, S. & Panchanathan, S., Nov 6 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 5385-5394 10 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

101 Scopus citations
34 Scopus citations

Enriching the fan experience in a smart stadium using internet of things technologies

Panchanathan, S., Chakraborty, S., McDaniel, T., Tadayon, R., Fakhri, B., O'Connor, N. E., Marsden, M., Little, S., McGuinness, K. & Monaghan, D., Jun 1 2017, In : International Journal of Semantic Computing. 11, 2, p. 137-170 34 p.

Research output: Contribution to journalArticle

4 Scopus citations

Model selection with nonlinear embedding for unsupervised domain adaptation

Demakethepalli Venkateswara, H., Chakraborty, S., McDaniel, T. & Panchanathan, S., Jan 1 2017, WS-17-01: Artificial Intelligence and Operations Research for Social Good; WS-17-02: Artificial Intelligence, Ethics, and Society; WS-17-03: Artificial Intelligence for Connected and Automated Vehicles; WS-17-04: Artificial Intelligence for Cyber Security; WS-17-05: Artificial Intelligence for Smart Grids and Buildings; WS-17-06: Computer Poker and Imperfect Information Games; WS-17-07: Crowdsourcing, Deep Learning and Artificial Intelligence Agents; WS-17-08: Distributed Machine Learning; WS-17-09: Joint Workshop on Health Intelligence; WS-17-10: Human-Aware Artificial Intelligence; WS-17-11: Human-Machine Collaborative Learning; WS-17-12: Knowledge-Based Techniques for Problem Solving and Reasoning; WS-17-13: Plan, Activity, and Intent Recognition; WS-17-14: Symbolic Inference and Optimization; WS-17-15: What's Next for AI in Games?. AI Access Foundation, p. 774-780 7 p. (AAAI Workshop - Technical Report; vol. WS-17-01 - WS-17-15).

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

1 Scopus citations

SmartGym: An anticipatory system to detect body compliance during rehabilitative exercise

Tadayon, A., Tadayon, R., McDaniel, T. & Panchanathan, S., 2017, Universal Access in Human-Computer Interaction: Human and Technological Environments - 11th International Conference, UAHCI 2017 Held as Part of HCI International 2017, Proceedings. Springer Verlag, Vol. 10279 LNCS. p. 98-107 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10279 LNCS).

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

1 Scopus citations

Smart stadium for smarter living: Enriching the fan experience

Panchanathan, S., Chakraborty, S., McDaniel, T., Bunch, M., O'Connor, N., Little, S., McGuinness, K. & Marsden, M., Jan 18 2017, Proceedings - 2016 IEEE International Symposium on Multimedia, ISM 2016. Institute of Electrical and Electronics Engineers Inc., p. 152-157 6 p. 7823604

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

4 Scopus citations

Transfer of multimodal emotion features in deep belief networks

Ranganathan, H., Chakraborty, S. & Panchanathan, S., Mar 1 2017, Conference Record of the 50th Asilomar Conference on Signals, Systems and Computers, ACSSC 2016. IEEE Computer Society, p. 449-453 5 p. 7869079

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

1 Scopus citations
2016

A multimodal gamified platform for real-time user feedback in sports performance

Monaghan, D., Honohan, F., Ahmadi, A., McDaniel, T., Tadayon, R., Karpur, A., Moran, K., O'Connor, N. E. & Panchanathan, S., Oct 1 2016, MM 2016 - Proceedings of the 2016 ACM Multimedia Conference. Association for Computing Machinery, Inc, p. 708-710 3 p. (MM 2016 - Proceedings of the 2016 ACM Multimedia Conference).

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

2 Scopus citations

Autonomous training assistant: A System and framework for guided at-home motor learning

Tadayon, R., McDaniel, T. & Panchanathan, S., Oct 23 2016, ASSETS 2016 - Proceedings of the 18th International ACM SIGACCESS Conference on Computers and Accessibility. Association for Computing Machinery, Inc, p. 293-294 2 p. (ASSETS 2016 - Proceedings of the 18th International ACM SIGACCESS Conference on Computers and Accessibility).

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

2 Scopus citations

Efficient approximate solutions to mutual information based global feature selection

Demakethepalli Venkateswara, H., Lade, P., Lin, B., Ye, J. & Panchanathan, S., Jan 5 2016, Proceedings - 15th IEEE International Conference on Data Mining, ICDM 2015. Aggarwal, C., Zhou, Z-H., Tuzhilin, A., Xiong, H. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1009-1014 6 p. 7373427. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2016-January).

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

2 Scopus citations

Haptic Mirror: A platform for active exploration of facial expressions and social interaction by individuals who are blind

Yasmin, S. & Panchanathan, S., Dec 3 2016, Proceedings - VRCAI 2016: 15th ACM SIGGRAPH Conference on Virtual-Reality Continuum and Its Applications in Industry. Association for Computing Machinery, Inc, Vol. 1. p. 319-329 11 p.

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

1 Scopus citations

Introduction to the Issue on Person-Centered Signal Processing for Assistive, Rehabilitative, and Wearable Health Technologies

Panchanathan, S., Cook, D. J., Oconnor, N. E., Mandal, M. & Kankanhalli, M., Aug 2016, In : IEEE Journal on Selected Topics in Signal Processing. 10, 5, p. 829-831 3 p., 7520656.

Research output: Contribution to journalEditorial

Multimodal emotion recognition using deep learning architectures

Ranganathan, H., Chakraborty, S. & Panchanathan, S., May 23 2016, 2016 IEEE Winter Conference on Applications of Computer Vision, WACV 2016. Institute of Electrical and Electronics Engineers Inc., 7477679

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

47 Scopus citations

Nonlinear embedding transform for unsupervised domain adaptation

Demakethepalli Venkateswara, H., Chakraborty, S. & Panchanathan, S., Jan 1 2016, Computer Vision – ECCV 2016 Workshops, Proceedings. Hua, G. & Jegou, H. (eds.). Springer Verlag, p. 451-457 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9915 LNCS).

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

1 Scopus citations

Person-Centered Multimedia Computing: A New Paradigm Inspired by Assistive and Rehabilitative Applications

Panchanathan, S., Chakraborty, S., McDaniel, T. & Tadayon, R., Jul 1 2016, In : IEEE Multimedia. 23, 3, p. 12-19 8 p., 7535120.

Research output: Contribution to journalReview article

3 Scopus citations

Regularized supervised topic model for continuous emotion analysis

Lade, P., Demakethepalli Venkateswara, H. & Panchanathan, S., Mar 2 2016, Proceedings - 2015 IEEE 14th International Conference on Machine Learning and Applications, ICMLA 2015. Institute of Electrical and Electronics Engineers Inc., p. 739-744 6 p. 7424409

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

13 Scopus citations

TranslatAble: Giving individuals with complex communication needs a voice through speech and gesture recognition

Moore, M. & Panchanathan, S., Oct 23 2016, ASSETS 2016 - Proceedings of the 18th International ACM SIGACCESS Conference on Computers and Accessibility. Association for Computing Machinery, Inc, p. 321-322 2 p. (ASSETS 2016 - Proceedings of the 18th International ACM SIGACCESS Conference on Computers and Accessibility).

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

Utilizing neural networks to predict freezing of gait in Parkinson's patients

Zia, J., Tadayon, A., McDaniel, T. & Panchanathan, S., Oct 23 2016, ASSETS 2016 - Proceedings of the 18th International ACM SIGACCESS Conference on Computers and Accessibility. Association for Computing Machinery, Inc, p. 333-334 2 p.

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

3 Scopus citations