University Innovation Alliance (UIA)

Research output

Research output per year 2017 2018 2019

• 14 Conference contribution
• 1 Chapter
• 1 Article
• 1 Conference article

Research output per year

Research output per year

Search results

• 2019

  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 proceeding › Conference contribution

  • Stadiums 100%
  • Smart city 82%
  • Testbeds 73%
  • Fans 70%
  • Waste management 45%
  6 Scopus citations
• 2018

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

  Gupta, B., Saxon, M., McDaniel, T. & Panchanathan, S., 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 proceeding › Conference contribution

  • Social Interaction 100%
  • Disability 98%
  • Mood 97%
  • Perception 80%
  • Assistive Technology 66%

• 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 proceeding › Chapter

  • visual impairment 100%
  • alternative technology 90%
  • communication 54%
  • communication technology 49%
  • multimedia 36%
  1 Scopus citations

• Deep reinforcement learning methods for navigational aids

  Fakhri, B., Keech, A., Schlosser, J., Brooks, E., Demakethepalli Venkateswara, H., Panchanathan, S. & Kira, Z., 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 proceeding › Conference contribution

  • Reinforcement Learning 100%
  • Navigation 87%
  • Reinforcement learning 66%
  • Assistive Technology 45%
  • Vision 34%

• Detecting attention in pivotal response treatment video probes

  Heath, C. D. C., Demakethepalli Venkateswara, H., McDaniel, T. & Panchanathan, S., 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 proceeding › Conference contribution

  • Probe 100%
  • Training 66%
  • Machine Learning 45%
  • Children 45%
  • Machine learning 40%
  5 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. (HealthMedia 2018 - Proceedings of the 3rd International Workshop on Multimedia for Personal Health and Health Care, co-located with MM 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Compliance 100%
  • Feedback 72%
  • Patient rehabilitation 71%
  1 Scopus citations

• 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., 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 proceeding › Conference contribution

  • Haptics 100%
  • Vision 54%
  • Textures 42%
  • Object 36%
  • Experiments 19%
  3 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 proceeding › Conference contribution

  • Problem-Based Learning 100%
  • Labels 73%
  • Image classification 18%
  • Deep neural networks 16%
  • Learning algorithms 14%
  5 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., 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 proceeding › Conference contribution

  • Multimedia 100%
  • Person 69%
  • Paradigm 53%
  • Computing 33%
  • Human 24%

• 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. (2018 IEEE 6th International Conference on Serious Games and Applications for Health, SeGAH 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Serious games 100%
  • Learning 57%
  • Cameras 55%
  • Evaluation Studies 35%
  • Emotions 31%
  17 Scopus citations

• Semi-supervised adversarial image-to-image translation

  Eusebio, J., Demakethepalli Venkateswara, H. & Panchanathan, S., 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 proceeding › Conference contribution

  • Generative Models 100%
  • Digit 36%
  • Model 11%
  1 Scopus citations

• 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 proceeding › Conference contribution

  • Facial Expression 100%
  • Social Interaction 80%
  • Computer vision 44%
  • Health 38%
  • Unit 36%
  2 Scopus citations

• 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. (MAHCI 2018 - Proceedings of the 2018 Workshop on Multimedia for Accessible Human Computer Interface, co-located with MM 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Display devices 100%
  • Feedback 82%
  9 Scopus citations

• Whistle-blowing ASRs: Evaluating the need for more inclusive automatic speech recognition systems

  Moore, M., Demakethepalli Venkateswara, H. & Panchanathan, S., 2018, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2018-September, p. 466-470 5 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Automatic Speech Recognition 100%
  • Whistle blowing 82%
  • Speech 70%
  • Blow molding 58%
  • Speech recognition 50%
  24 Scopus citations
• 2017

  Deep active learning for image classification

  Ranganathan, H., Demakethepalli Venkateswara, H., Chakraborty, S. & Panchanathan, S., Jul 2 2017, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. IEEE Computer Society, p. 3934-3938 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2017-September).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Problem-Based Learning 100%
  • Image classification 92%
  • Bayesian networks 59%
  • Image recognition 32%
  • Deep learning 25%
  58 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 proceeding › Conference contribution

  • Deep neural networks 100%
  • Labeled data 80%
  • Transfer learning 40%
  • Deep learning 30%
  • Computer vision 29%
  1071 Scopus citations

• Deep-learning systems for domain adaptation in computer vision: Learning transferable feature representations

  Demakethepalli Venkateswara, H., Chakraborty, S. & Panchanathan, S., Nov 2017, In: IEEE Signal Processing Magazine. 34, 6, p. 117-129 13 p., 8103149.

  Research output: Contribution to journal › Article › peer-review

  • Learning Systems 100%
  • Computer Vision 77%
  • Learning systems 66%
  • Learning 59%
  • Deep learning 58%
  88 Scopus citations