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 | 83 | 2019 |
A large-scale annotated mechanical components benchmark for classification and retrieval tasks with deep neural networks S Kim, H Chi, X Hu, Q Huang, K Ramani Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020 | 75 | 2020 |
Low-power computer vision: improve the efficiency of artificial intelligence GK Thiruvathukal, YH Lu, J Kim, Y Chen, B Chen CRC Press, 2022 | 18 | 2022 |
Crowdsourcing detection of sampling biases in image datasets X Hu, H Wang, A Vegesana, S Dube, K Yu, G Kao, SH Chen, YH Lu, ... Proceedings of The Web Conference 2020, 2955-2961, 2020 | 18 | 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 | 12 | 2022 |
First-Person View Hand Segmentation of Multi-Modal Hand Activity Video Dataset. S Kim, H Chi BMVC 2020, 2020 | 9 | 2020 |
The 2020 low-power computer vision challenge X Hu, MC Chang, Y Chen, R Sridhar, Z Hu, Y Xue, Z Wu, P Pi, J Shen, ... 2021 IEEE 3rd International Conference on Artificial Intelligence Circuits …, 2021 | 7 | 2021 |
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 | 6 | 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 | 5 | 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 | 5 | 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 | 3 | 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 | 2 | 2022 |
Discovering biases in image datasets with the crowd X Hu, H Wang, S Dube, A Vegesana, K Yu, YH Lu, M Yin Proceedings of HCOMP, 2019 | 2 | 2019 |
Evolution of Winning Solutions in the 2021 Low-Power Computer Vision Challenge X Hu, Z Jiao, A Kocher, Z Wu, J Liu, JC Davis, GK Thiruvathukal, YH Lu Computer 56 (8), 28-37, 2023 | 1 | 2023 |
2023 Low-Power Computer Vision Challenge (LPCVC) Summary L Chen, B Boardley, P Hu, Y Wang, Y Pu, X Jin, Y Yao, R Gong, B Li, ... arXiv preprint arXiv:2403.07153, 2024 | | 2024 |
Survey on Energy-Efficient Deep Neural Networks for Computer Vision A Goel, C Tung, X Hu, H Wang, YH Lu, GK Thiruvathukal Low-Power Computer Vision, 25-52, 2022 | | 2022 |
History of Low-Power Computer Vision Challenge YH Lu, X Hu, Y Chen, J Spisak, G Aggarwal, MZ Shou, GK Thiruvathukal Low-Power Computer Vision, 17-24, 2022 | | 2022 |
Efficient Multi-Object Tracking on Unmanned Aerial Vehicle X Hu Purdue University, 2022 | | 2022 |