Design and the Arts, Herberger Institute for (HIDA)

Research Output 1982 2020

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Conference contribution
2020

A Journey of Taking Industrial Design Students into Uncharted Territories. Designing Crowd-Sourced Playful Interactions for a Public Art Event

Feil, M. & Zingoni Phielipp, M., Jan 1 2020, Advances in Interdisciplinary Practice in Industrial Design - Proceedings of the AHFE International Conference on Interdisciplinary Practice in Industrial Design, 2019. Shin, C. S. (ed.). Springer Verlag, p. 21-29 9 p. (Advances in Intelligent Systems and Computing; vol. 968).

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

Product design
Students
Canals
Studios
Human engineering
2019

A comparative study of product usability and ergonomic assessment of server lifts

Shin, D., Jan 1 2019, Advances in Usability, User Experience and Assistive Technology - Proceedings of the AHFE 2018 International Conferences on Usability and User Experience and Human Factors and Assistive Technology, 2018. Springer Verlag, p. 99-110 12 p. (Advances in Intelligent Systems and Computing; vol. 794).

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

Ergonomics
Servers
Students
Testing
Human engineering

Adversarially-resistant on-demand topic channels for wireless sensor networks

Behrens, H. W. & Candan, K., Jan 15 2019, Proceedings - 2018 IEEE 37th Symposium on Reliable Distributed Systems, SRDS 2018. IEEE Computer Society, p. 83-92 10 p. 8613956. (Proceedings of the IEEE Symposium on Reliable Distributed Systems; vol. 2019-October).

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

Wireless Sensor Networks
Wireless sensor networks
Network protocols
Resilience
Hashing

Composing ecosystemically in responsive environments with gestural media, objects and textures

Mechtley, B., Ingalls, T., Hayes, L., Lahey, B., Rajko, J., Thorn, S., LiKamWa, R., Stein, J., Johnson, G., Vasquez, E., Rawls, C., Weisman, P., Kidane, A. & Wei, S. X., Mar 17 2019, TEI 2019 - Proceedings of the 13th International Conference on Tangible, Embedded, and Embodied Interaction. Association for Computing Machinery, Inc, p. 707-709 3 p. (TEI 2019 - Proceedings of the 13th International Conference on Tangible, Embedded, and Embodied Interaction).

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

Theaters
Mechatronics
Fog
Ecosystems
Textures

Demo: GLEAM – An illumination estimation framework for real-time photorealistic augmented reality on mobile devices

Prakash, S., Bahremand, A., Nguyen, L. D. & LiKamWa, R., Jun 12 2019, MobiSys 2019 - Proceedings of the 17th Annual International Conference on Mobile Systems, Applications, and Services. Association for Computing Machinery, Inc, p. 659-660 2 p. (MobiSys 2019 - Proceedings of the 17th Annual International Conference on Mobile Systems, Applications, and Services).

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

Open Access
Augmented reality
Mobile devices
Lighting

Drogon, the thermal-sensing drone: Exploring aerial imagery as a tool for citizen science research

Kim, H., Hoefer, K., Vega, A. R. & Kuznetsov, A., Jun 18 2019, DIS 2019 Companion - Companion Publication of the 2019 ACM Designing Interactive Systems Conference. Association for Computing Machinery, Inc, p. 213-217 5 p. (DIS 2019 Companion - Companion Publication of the 2019 ACM Designing Interactive Systems Conference).

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

Antennas
Drones
Hot Temperature
Conservation
Concretes

GleaM: An illumination estimation framework for real-time photorealistic augmented reality on mobile devices

Prakash, S., Bahremand, A., Nguyen, L. D. & LiKamWa, R., Jun 12 2019, MobiSys 2019 - Proceedings of the 17th Annual International Conference on Mobile Systems, Applications, and Services. Association for Computing Machinery, Inc, p. 142-154 13 p. (MobiSys 2019 - Proceedings of the 17th Annual International Conference on Mobile Systems, Applications, and Services).

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

Open Access
Augmented reality
Mobile devices
Lighting
Glass
Liquids

LithoBox: Creative practice at the intersection of craft and technology

Weiler, J., Fernando, P., Kuznetsov, A. & Ingalls, T., Mar 17 2019, TEI 2019 - Proceedings of the 13th International Conference on Tangible, Embedded, and Embodied Interaction. Association for Computing Machinery, Inc, p. 471-477 7 p. (TEI 2019 - Proceedings of the 13th International Conference on Tangible, Embedded, and Embodied Interaction).

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

Fabrication
Lighting

Max Consensus in the Presence of Additive Noise

Muniraju, G., Tepedelenlioglu, C., Spanias, A., Zhang, S. & Banavar, M. K., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 1408-1412 5 p. 8645297. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

Additive noise
Parallel algorithms
Algebra
Communication

Multiple Subspace Alignment Improves Domain Adaptation

Thopalli, K., Anirudh, R., Thiagarajan, J. J. & Turaga, P., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3552-3556 5 p. 8682420. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

Geometry

Mycelium artifacts: Exploring shapeable and accessible biofabrication

Weiler, J., Fernando, P., Siyambalapitiya, N. & Kuznetsov, A., Jun 18 2019, DIS 2019 Companion - Companion Publication of the 2019 ACM Designing Interactive Systems Conference. Association for Computing Machinery, Inc, p. 69-72 4 p. (DIS 2019 Companion - Companion Publication of the 2019 ACM Designing Interactive Systems Conference).

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

Human computer interaction
Fungi
Enclosures
Fabrication
Substrates

Online Machine Learning Experiments in HTML5

Dixit, A., Shanthamallu, U. S., Spanias, A., Berisha, V. & Banavar, M., Mar 4 2019, Frontiers in Education: Fostering Innovation Through Diversity, FIE 2018 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8659113. (Proceedings - Frontiers in Education Conference, FIE; vol. 2018-October).

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

Learning systems
experiment
Speech processing
learning
Experiments

Optimizing activity detection via sensor fusion

Khondoker, F., Thornton, T., Spanias, A. & Shanthamallu, U. S., Feb 1 2019, 2018 9th International Conference on Information, Intelligence, Systems and Applications, IISA 2018. Institute of Electrical and Electronics Engineers Inc., 8633623. (2018 9th International Conference on Information, Intelligence, Systems and Applications, IISA 2018).

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

Fusion reactions
Stairs
Supervised learning
Sensors
Microcontrollers
1 Citation (Scopus)

Photovoltaic array simulation and fault prediction via multilayer perceptron models

Khondoker, F., Rao, S., Spanias, A. & Tepedelenlioglu, C., Feb 1 2019, 2018 9th International Conference on Information, Intelligence, Systems and Applications, IISA 2018. Institute of Electrical and Electronics Engineers Inc., 8633699. (2018 9th International Conference on Information, Intelligence, Systems and Applications, IISA 2018).

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

Multilayer neural networks
Fault detection
Short circuit currents
Solar energy
Learning algorithms

Refocus attention towards observing in design foundation education

Feil, M. & Zingoni, M., Jan 1 2019, Advances in Human Factors in Training, Education, and Learning Sciences - Proceedings of the AHFE 2018 International Conference on Human Factors in Training, Education, and Learning Sciences, 2018. Springer Verlag, p. 35-42 8 p. (Advances in Intelligent Systems and Computing; vol. 785).

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

Education
Internet
Communication
Television
Virtual reality

Slope Disparity Gating using a Synchronized Projector-Camera System

Ueda, T., Kubo, H., Jayasuriya, S., Funatomi, T. & Mukaigawa, Y., May 1 2019, 2019 IEEE International Conference on Computational Photography, ICCP 2019. Institute of Electrical and Electronics Engineers Inc., 8747332. (2019 IEEE International Conference on Computational Photography, ICCP 2019).

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

projectors
synchronism
hardware
Cameras
cameras

The creativity kernel: An open platform for distributed design intelligence

Fernando, P., Kuznetsov, A. & Faste, H., Jun 18 2019, DIS 2019 Companion - Companion Publication of the 2019 ACM Designing Interactive Systems Conference. Association for Computing Machinery, Inc, p. 13-16 4 p. (DIS 2019 Companion - Companion Publication of the 2019 ACM Designing Interactive Systems Conference).

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

Video: Banner – An image sensor reconfiguration framework for seamless resolution-based tradeoffs

Hu, J., Shearer, A., Rajagopalan, S. & LiKamWa, R., Jun 12 2019, MobiSys 2019 - Proceedings of the 17th Annual International Conference on Mobile Systems, Applications, and Services. Association for Computing Machinery, Inc, p. 705-706 2 p. (MobiSys 2019 - Proceedings of the 17th Annual International Conference on Mobile Systems, Applications, and Services).

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

Open Access
Augmented reality
Image sensors
Image resolution
Sensors
Energy utilization
2018
24 Citations (Scopus)

A brief survey of machine learning methods and their sensor and IoT applications

Shanthamallu, U. S., Spanias, A., Tepedelenlioglu, C. & Stanley, M., Mar 14 2018, 2017 8th International Conference on Information, Intelligence, Systems and Applications, IISA 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-8 8 p.

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

learning method
Learning systems
Internet
Sensors
learning
1 Citation (Scopus)

A case for temperature-driven task migration to balance energy efficiency and image quality of vision processing workloads

Kodukula, V., Bharadwaj Medapuram, S., Jones, B. & LiKamWa, R., Feb 12 2018, HotMobile 2018 - Proceedings of the 19th International Workshop on Mobile Computing Systems and Applications. Association for Computing Machinery, Inc, Vol. 2018-February. p. 93-98 6 p.

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

Image quality
Energy efficiency
Sensors
Processing
Particle accelerators
3 Citations (Scopus)

Acquiring and characterizing plane-to-ray indirect light transport

Kubo, H., Jayasuriya, S., Iwaguchi, T., Funatomi, T., Mukaigawa, Y. & Narasimhan, S. G., May 29 2018, IEEE International Conference on Computational Photography, ICCP 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-10 10 p.

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

Half line
rays
Camera
Scattering
Projector
8 Citations (Scopus)

A cyber-physical system approach for photovoltaic array monitoring and control

Rao, S., Katoch, S., Turaga, P., Spanias, A., Tepedelenlioglu, C., Ayyanar, R., Braun, H., Lee, J., Shanthamallu, U., Banavar, M. & Srinivasan, D., Mar 14 2018, 2017 8th International Conference on Information, Intelligence, Systems and Applications, IISA 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-6 6 p.

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

Learning systems
monitoring
Monitoring
renewable energy
learning method
3 Citations (Scopus)

Antibiotic-responsive bioart: Exploring DIYbio as a design studio practice

Kuznetsov, A., Barrett, C., Fernando, P. & Fowler, K., Apr 20 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, Vol. 2018-April.

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

Studios
Antibiotics
Hybrid materials
Biotechnology
Human computer interaction
5 Citations (Scopus)

A stem reu site on the integrated design of sensor devices and signal processing algorithms

Spanias, A. & Blain Christen, J., 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. 6991-6995 5 p. 8462483

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

Signal processing
Sensors
Students
Software design
Research laboratories

A study of urban heat: Understanding the challenges and opportunities for addressing wicked problems in HCI

Kuznetsov, A. & Tomitsch, M., Apr 20 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, Vol. 2018-April.

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

Human computer interaction
Thermal effects
Economics
Hot Temperature
8 Citations (Scopus)

Attend and diagnose: Clinical time series analysis using attention models

Song, H., Rajan, D., Thiagarajan, J. J. & Spanias, A., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 4091-4098 8 p.

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

Time series analysis
Time series
Recurrent neural networks
Network architecture
Interpolation
4 Citations (Scopus)

Biological HCI: Towards integrative interfaces between people, computer, and biological materials

Pataranutaporn, P., Ingalls, T. & Finn, E., Apr 20 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, Vol. 2018-April. LBW579

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

Human computer interaction
Biological materials
Interfaces (computer)
Biological systems
Computer systems
2 Citations (Scopus)

Characterizing the reconfiguration latency of image sensor resolution on android devices

Hu, J., Yang, J., Delhivala, V. & LiKamWa, R., Feb 12 2018, HotMobile 2018 - Proceedings of the 19th International Workshop on Mobile Computing Systems and Applications. Association for Computing Machinery, Inc, Vol. 2018-February. p. 81-86 6 p.

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

Image sensors
Sensors
Energy efficiency
Augmented reality
Electric power utilization
2 Citations (Scopus)

CS-VQA: Visual Question Answering with Compressively Sensed Images

Huang, L. C., Kulkarni, K., Jha, A., Lohit, S., Jayasuriya, S. & Turaga, P., Aug 29 2018, 2018 IEEE International Conference on Image Processing, ICIP 2018 - Proceedings. IEEE Computer Society, p. 1283-1287 5 p. 8451445. (Proceedings - International Conference on Image Processing, ICIP).

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

Network architecture
Pipelines
Semantics
Degradation
Processing

Distributed center and coverage region estimation in wireless sensor networks using diffusion adaptation

Zhang, S., Tepedelenlioglu, C. & Spanias, A., Apr 10 2018, Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017. Matthews, M. B. (ed.). Institute of Electrical and Electronics Engineers Inc., Vol. 2017-October. p. 1353-1357 5 p.

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

Wireless Sensor Networks
Wireless sensor networks
Coverage
sensors
Radius

Emotional values of ceramic material for product design

Shin, D. & Chung, S., 2018, Advances in Affective and Pleasurable Design - Proceedings of the AHFE 2017 International Conference on Affective and Pleasurable Design, 2017. Springer Verlag, Vol. 585. p. 97-104 8 p. (Advances in Intelligent Systems and Computing; vol. 585).

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

Ceramic materials
Product design
Ceramic products
4 Citations (Scopus)

EVA2: Exploiting temporal redundancy in live computer vision

Buckler, M., Bedoukian, P., Jayasuriya, S. & Sampson, A., Jul 19 2018, Proceedings - 2018 ACM/IEEE 45th Annual International Symposium on Computer Architecture, ISCA 2018. Institute of Electrical and Electronics Engineers Inc., p. 533-546 14 p. 8416853

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

Computer vision
Redundancy
Neural networks
Chemical activation
Hardware
2 Citations (Scopus)

Fast Non-Linear Methods for Dynamic Texture Prediction

Katoch, S., Turaga, P., Spanias, A. & Tepedelenlioglu, C., Aug 29 2018, 2018 IEEE International Conference on Image Processing, ICIP 2018 - Proceedings. IEEE Computer Society, p. 2107-2111 5 p. 8451479. (Proceedings - International Conference on Image Processing, ICIP).

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

Textures
Vector spaces
Time series
Experiments

IMS-DTM: Incremental multi-scale dynamic topic models

Chen, X., Candan, K. & Sapino, M. L., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 5078-5085 8 p.

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

Dynamic models
Sampling

Learning Invariant Riemannian Geometric Representations Using Deep Nets

Lohit, S. & Turaga, P., Jan 19 2018, Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1329-1338 10 p.

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

Geometry
Learning systems
Image classification
Vector spaces
Invariance

Lightweight authentication for fault-tolerant topic-channels in ad hoc distributed systems

Behrens, H. W. & Candan, K., Jun 11 2018, HPDC 2018 - Proceedings of The 27th International Symposium on High-Performance Parallel and Distributed Computing Posters/Doctoral Consortium. Association for Computing Machinery, Inc, p. 13-14 2 p.

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

Disasters
Authentication
Cryptography
Communication
Costs

Live electronic music performance: Embodied and enactive approaches

Hayes, L., Jun 28 2018, Proceedings of the 5th International Conference on Movement and Computing, MOCO 2018. Association for Computing Machinery, a52

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

Acoustic waves
Digital signal processing
Controllers
1 Citation (Scopus)

M2td: Multi-task tensor decomposition for sparse ensemble simulations

Li, X., Candan, K. & Sapino, M. L., Oct 24 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. Institute of Electrical and Electronics Engineers Inc., p. 1156-1167 12 p. 8509327

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

Tensors
Sampling
Decomposition
Computer simulation
Simulation

Perturbation robust representations of topological persistence diagrams

Som, A., Thopalli, K., Ramamurthy, K. N., Venkataraman, V., Shukla, A. & Turaga, P., Jan 1 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Ferrari, V., Sminchisescu, C., Hebert, M. & Weiss, Y. (eds.). Springer Verlag, p. 638-659 22 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11211 LNCS).

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

Shape Analysis
Invariance
Persistence
Learning systems
Machine Learning

Predicting dynamical evolution of human activities from a single image

Lohit, S., Bansal, A., Shroff, N., Pillai, J., Turaga, P. & Chellappa, R., Dec 13 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2018. IEEE Computer Society, Vol. 2018-June. p. 496-505 10 p. 8575541

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

Computer vision
Trajectories
Experiments
2 Citations (Scopus)

Screenprinting and TEI: Supporting engagement with STEAM through DIY fabrication of smart materials

Kuznetsov, A., Fernando, P., Ritter, E., Barrett, C., Weiler, J. & Rohr, M., Mar 18 2018, TEI 2018 - Proceedings of the 12th International Conference on Tangible, Embedded, and Embodied Interaction. Association for Computing Machinery, Inc, Vol. 2018-January. p. 211-220 10 p.

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

Intelligent materials
Fabrication
Substrates
Materials science
Ink
7 Citations (Scopus)

Shading prediction, fault detection, and consensus estimation for solar array control

Katoch, S., Muniraju, G., Rao, S., Spanias, A., Turaga, P., Tepedelenlioglu, C., Banavar, M. & Srinivasan, D., Jun 15 2018, Proceedings - 2018 IEEE Industrial Cyber-Physical Systems, ICPS 2018. Institute of Electrical and Electronics Engineers Inc., p. 217-222 6 p.

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

Shading
Fault Detection
Fault detection
Fusion reactions
Prediction
11 Citations (Scopus)

Solar energy management as an Internet of Things (IoT) application

Spanias, A., Mar 14 2018, 2017 8th International Conference on Information, Intelligence, Systems and Applications, IISA 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-4 4 p.

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

solar energy
Energy management
Solar energy
monitoring
Internet

Techno-economic analysis of a PV-battery system for a commercial building under different utility rate structures

Raj, A. & Reddy, T. A., Jan 1 2018, Fuels, Combustion, and Material Handling; Combustion Turbines Combined Cycles; Boilers and Heat Recovery Steam Generators; Virtual Plant and Cyber-Physical Systems; Plant Development and Construction; Renewable Energy Systems. American Society of Mechanical Engineers (ASME), Vol. 1.

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

Economic analysis
Electricity
Costs

Temporal alignment improves feature quality: An experiment on activity recognition with accelerometer data

Choi, H., Wang, Q., Toledo, M., Turaga, P., Buman, M. & Srivastava, A., Dec 13 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2018. IEEE Computer Society, Vol. 2018-June. p. 462-470 9 p. 8575537

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

Accelerometers
Pipelines
Functional analysis
Human computer interaction
Learning systems
2 Citations (Scopus)

Tracking, animating, and 3D printing elements of the fine arts freehand drawing process

Fernando, P., Kuznetsov, A., Weiler, J. & Turaga, P., Mar 18 2018, TEI 2018 - Proceedings of the 12th International Conference on Tangible, Embedded, and Embodied Interaction. Association for Computing Machinery, Inc, Vol. 2018-January. p. 555-561 7 p.

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

Printing
4 Citations (Scopus)

“Grand visions” for post-capitalist human-computer interaction

Feltwell, T., Lawson, S., Encinas, E., Linehan, C., Kirman, B., Maxwell, D., Jenkins, T. & Kuznetsov, A., Apr 20 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, Vol. 2018-April. W04

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

Human computer interaction
2017
5 Citations (Scopus)

A deep learning approach to multiple kernel fusion

Song, H., Thiagarajan, J. J., Sattigeri, P., Ramamurthy, K. N. & Spanias, A., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2292-2296 5 p. 7952565

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

Network architecture
Fusion reactions
Chemical analysis
Experiments
Deep neural networks

A signal recovery method for array processing

Fan, J., Spanias, A. & Tepedelenlioglu, C., 2017, Proceedings of the IASTED International Conference Modelling, Identification and Control, MIC 2017. Acta Press, Vol. 848. p. 133-137 5 p.

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

Array processing
Recovery
Matrix Completion
Missing Data
Simulation Methods
6 Citations (Scopus)

Compressive Light Field Reconstructions Using Deep Learning

Gupta, M., Jauhari, A., Kulkarni, K., Jayasuriya, S., Molnar, A. & Turaga, P., Aug 22 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2017. IEEE Computer Society, Vol. 2017-July. p. 1277-1286 10 p. 8014902

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

Cameras
Deep learning
Sampling
Sensor arrays
Glossaries