About
Publications
Efficient Vision Perception
HJ Park, A Goel, YH Kang
United States Patent and Trademark Office US20230115371A1
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Allocating Processing Resources to Concurrently-Executing Neural Networks
HJ Park, A Goel
United States Patent and Trademark Office US11363599B1
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Interactive Control of Moving Device Speed and Processing System Operating Frequency
HJ Park, A Goel
World Intellectual Property Organization WO2022139965A1
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Tree-based Unidirectional Neural Networks for Low-Power Computer Vision
A Goel, C Tung, N Eliopoulos, A Wang, JC Davis, GK Thiruvathukal, and YH Lu
2023 IEEE Design & Test
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Directed Acyclic Graph-based Neural Networks for Tunable Low-Power Computer Vision
A Goel, C Tung, N Eliopoulos, X Hu, GK Thiruvathukal, JC Davis, and YH Lu
2022 ACM/IEEE International Symposium on Low Power Electronics and Design
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Efficient Computer Vision on Edge Devices with Pipeline-Parallel Hierarchical Neural Networks
A Goel, C Tung, X Hu, GK Thiruvathukal, JC Davis, and YH Lu
2022 27th Asia and South Pacific Design Automation Conference
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Irrelevant Pixels are Everywhere; Find and Exclude Them for More Efficient Computer Vision
C Tung, A Goel, X Hu, GK Thiruvathukal, V Chaudhary, and YH Lu
2022 IEEE International Conference on Artificial Intelligence Circuits and Systems
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Why Accuracy Is Not Enough; The Need for Consistency in Object Detection
C Tung, A Goel, F Bordwell, N Eliopoulos, X Hu, GK Thiruvathukal, and YH Lu
2022 IEEE Multimedia
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Observing Human Mobility Worldwide during COVID-19
S Allcroft, M Metwaly, Z Berg, I Ghodgaonkar, F Bordwell, X Zhao, X Liu, S Chakraborty, V Banna, A Chinnakotla, A Goel, C Tung, G Kao, W Zakharov, D Shoham, GK Thiruvathukal, and YH Lu
2022 IEEE Computer (Accepted)
Establishing Trust in Vehicle-to-Vehicle Coordination - A Sensor Fusion Approach
J Veselsky, J West, I Ahlgren, A Goel, W Jiang, K Lee, Y Kim, JC Davis, GK Thiruvathukal and N Klingensmith
2022 Data-Driven and Intelligent Cyber-Physical Systems for Smart Cities
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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
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Low-Power Multi-Camera Object Re-Identification using Hierarchical Neural Networks
A Goel, C Tung, X Hu, H Wang, JC Davis, GK Thiruvathukal and YH Lu
2021 ACM/IEEE International Symposium on Low Power Electronics and Design
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Modular Neural Networks for Low-Power Image Classification on Embedded Devices
A Goel, C Tung, S Aghajanzadeh, SH Chen, GK Thiruvathukal, YH Lu
2020 ACM Transactions on Design Automation of Electronic Systems
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Analyzing Worldwide Social Distancing through Large-Scale Computer Vision
I Ghodgaonkar, S Chakraborty, V Banna, S Allcroft, M Metwaly, F Bordwell, K Kimura, X Zhao, A Goel, C Tung, A Chinnakotla, M Xue, YH Lu, MD Ward, W Zakharov, DS Ebert, DM Barbarash, GK Thiruvathukal
2020 arXiv preprint
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Low-Power Object Counting with Hierarchical Neural Networks
A Goel, C Tung, S Aghajanzadeh, I Ghodgaonkar, S Ghosh, GK Thiruvathukal, YH Lu
2020 ACM/IEEE International Symposium on Low Power Electronics and Design
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Camera Placement Meeting Restrictions of Computer Vision
S Aghajanzadeh, R Naidu, SH Chen, C Tung, A Goel, YH Lu, GK Thiruvathukal
2020 IEEE International Conference on Image Processing
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Observing Responses to the COVID-19 Pandemic using Worldwide Network Cameras
I Ghodgaonkar, A Goel, F Bordwell, C Tung, S Aghajanzadeh, N Curran, R Chen, K Yu, S Mahapatra, V Banna, G Kao, K Lee, X Hu, N Eliopolous, A Chinnakotla, D Rijhwani, A Kim, A Chakraborty, MD Ward, YH Lu, GK Thiruvathukal
2020 arXiv preprint
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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 World Forum on Internet of Things
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Low-Power Computer Vision; Status, Challenges, Opportunities
S Alyamkin, M Ardi, A Brighton, A C Berg, B Chen, Y Chen, HP Cheng, Z Fan, C Feng, B Fu, K Gauen, J Go, A Goel, A Goncharenko, X Guo, S Ha, A Howard, X Hu, Y Huang, D Kang, J Kim, A Kondratyev, J Lee, S Lee, S Lee, Z Li, Z Liang, J Liu, Z Liu, Y Lu, YH Lu, D Malik, HH Nguyen, E Park, D Repin, L Shen, T Sheng, F Sun, D Svitov, GK Thiruvathukal, B Zhang, J Zhang, X Zhang, S Zhuo
2019 IEEE Journal on Emerging and Selected Topics in Circuits and Systems
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CompactNet - High Accuracy Deep Neural Network Optimized for On-Chip Implementation
A Goel, Z Liu, R Blanton
2018 IEEE International Conference on Big Data
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Robustness of the Counting Rule for Distributed Detection in Wireless Sensor Networks
A Goel, A Patel, KG Nagananda, PK Varshney
2018 IEEE Signal Processing Letters
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Visual Positioning System for Automated Indoor/Outdoor Navigation
A Satya, A Goel, S Padmanabhan
2017 IEEE TENCON
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