Abhinav Goel
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A survey of methods for low-power deep learning and computer vision
A Goel, C Tung, YH Lu, GK Thiruvathukal
2020 IEEE 6th World Forum on Internet of Things (WF-IoT), 1-6, 2020
Low-power computer vision: Status, challenges, and opportunities
S Alyamkin, M Ardi, AC Berg, A Brighton, B Chen, Y Chen, HP Cheng, ...
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 9 (2 …, 2019
Modular neural networks for low-power image classification on embedded devices
A Goel, S Aghajanzadeh, C Tung, SH Chen, GK Thiruvathukal, YH Lu
ACM Transactions on Design Automation of Electronic Systems (TODAES) 26 (1 …, 2020
Visual positioning system for automated indoor/outdoor navigation
S Anup, A Goel, S Padmanabhan
TENCON 2017-2017 IEEE region 10 conference, 1027-1031, 2017
Analyzing worldwide social distancing through large-scale computer vision
I Ghodgaonkar, S Chakraborty, V Banna, S Allcroft, M Metwaly, F Bordwell, ...
arXiv preprint arXiv:2008.12363, 2020
Robustness of the counting rule for distributed detection in wireless sensor networks
A Goel, A Patel, KG Nagananda, PK Varshney
IEEE Signal Processing Letters 25 (8), 1191-1195, 2018
Camera placement meeting restrictions of computer vision
S Aghajanzadeh, R Naidu, SH Chen, C Tung, A Goel, YH Lu, ...
2020 IEEE International Conference on Image Processing (ICIP), 3254-3258, 2020
Efficient computer vision on edge devices with pipeline-parallel hierarchical neural networks
A Goel, C Tung, X Hu, GK Thiruvathukal, JC Davis, YH Lu
2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC), 532-537, 2022
Challenges and practices of deep learning model reengineering: A case study on computer vision
W Jiang, V Banna, N Vivek, A Goel, N Synovic, GK Thiruvathukal, ...
arXiv preprint arXiv:2303.07476, 2023
Low-power object counting with hierarchical neural networks
A Goel, C Tung, S Aghajanzadeh, I Ghodgaonkar, S Ghosh, ...
Proceedings of the ACM/IEEE International Symposium on Low Power Electronics …, 2020
CompactNet: High Accuracy Deep Neural Network Optimized for On-Chip Implementation
A Goel, Z Liu, R Blanton
IEEE International Conference on Big Data, 2018
Observing responses to the COVID-19 pandemic using worldwide network cameras
I Ghodgaonkar, A Goel, F Bordwell, C Tung, S Aghajanzadeh, N Curran, ...
arXiv preprint arXiv:2005.09091, 2020
Irrelevant pixels are everywhere: Find and exclude them for more efficient computer vision
C Tung, A Goel, X Hu, N Eliopoulos, ES Amobi, GK Thiruvathukal, ...
2022 IEEE 4th International Conference on Artificial Intelligence Circuits …, 2022
Low-power multi-camera object re-identification using hierarchical neural networks
A Goel, C Tung, X Hu, H Wang, JC Davis, GK Thiruvathukal, YH Lu
2021 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2021
Why accuracy is not enough: The need for consistency in object detection
C Tung, A Goel, F Bordwell, N Eliopoulos, X Hu, YH Lu, GK Thiruvathukal
IEEE MultiMedia 29 (3), 8-16, 2022
Directed Acyclic Graph-based Neural Networks for Tunable Low-Power Computer Vision
A Goel, C Tung, N Eliopoulos, X Hu, GK Thiruvathukal, JC Davis, YH Lu
Proceedings of the ACM/IEEE International Symposium on Low Power Electronics …, 2022
Dynamic Adjustment of Concurrent Neural Networks within Limited Power Thermal Constraints in Autonomous Driving
HJ Park, A Goel
2021 20th IEEE International Conference on Machine Learning and Applications …, 2021
Establishing trust in vehicle-to-vehicle coordination: A sensor fusion approach
J Veselsky, J West, I Ahlgren, GK Thiruvathukal, N Klingensmith, A Goel, ...
2022 2nd Workshop on Data-Driven and Intelligent Cyber-Physical Systems for …, 2022
Analyzing Worldwide Social Distancing through Large-Scale Computer Vision (preprint)
I Ghodgaonkar, S Chakraborty, V Banna, S Allcroft, M Metwaly, F Bordwell, ...
Using Network Cameras to Observe COVID-19 Social Distancing
A Goel, A Chakraborty, A Chinnakotla, A Kim, C Tung, D Rijhwani, ...
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