Abhinav Goel

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 30

Top Topics

Consistent Labeling

Computer Vision

Top Venues

IEEE Signal Process. Lett.

Publications

Abhinav Goel, Anshika Singh
Decaying inventory model with different rates and varying costs under preservation technology investment. Int. J. Math. Oper. Res. 28 (2) (2024)
Wenxin Jiang, Vishnu Banna, Naveen Vivek, Abhinav Goel, Nicholas Synovic, George K. Thiruvathukal, James C. Davis
Challenges and practices of deep learning model reengineering: A case study on computer vision. Empir. Softw. Eng. 29 (6) (2024)
Abhinav Goel, Caleb Tung, Nick Eliopoulos, George K. Thiruvathukal, Amy Wang, Yung-Hsiang Lu, James C. Davis
Tree-Based Unidirectional Neural Networks for Low-Power Computer Vision. IEEE Des. Test 40 (3) (2023)
Shane Allcroft, Mohammed Metwaly, Zachery Berg, Isha Ghodgaonkar, Fischer Bordwell, Xinxin Zhao, Xinglei Liu, Jiahao Xu, Subhankar Chakraborty, Vishnu Banna, Akhil Chinnakotla, Abhinav Goel, Caleb Tung, Gore Kao, Wei Zakharov, David A. Shoham, George K. Thiruvathukal, Yung-Hsiang Lu
Observing Human Mobility Internationally During COVID-19. Computer 56 (3) (2023)
Wenxin Jiang, Vishnu Banna, Naveen Vivek, Abhinav Goel, Nicholas Synovic, George K. Thiruvathukal, James C. Davis
Challenges and Practices of Deep Learning Model Reengineering: A Case Study on Computer Vision. CoRR (2023)
Abhinav Goel, Caleb Tung, Nick Eliopoulos, Xiao Hu, George K. Thiruvathukal, James C. Davis, Yung-Hsiang Lu
Directed Acyclic Graph-based Neural Networks for Tunable Low-Power Computer Vision. ISLPED (2022)
Jakob Veselsky, Jack West, Isaac Ahlgren, George K. Thiruvathukal, Neil Klingensmith, Abhinav Goel, Wenxin Jiang, James C. Davis, Kyuin Lee, Younghyun Kim
Establishing trust in vehicle-to-vehicle coordination: a sensor fusion approach. HotMobile (2022)
Abhinav Goel, Caleb Tung, Xiao Hu, George K. Thiruvathukal, James C. Davis, Yung-Hsiang Lu
Efficient Computer Vision on Edge Devices with Pipeline-Parallel Hierarchical Neural Networks. ASP-DAC (2022)
Caleb Tung, Abhinav Goel, Fischer Bordwell, Nick Eliopoulos, Xiao Hu, George K. Thiruvathukal, Yung-Hsiang Lu
Why Accuracy Is Not Enough: The Need for Consistency in Object Detection. CoRR (2022)
Caleb Tung, Abhinav Goel, Fischer Bordwell, Nick Eliopoulos, Xiao Hu, Yung-Hsiang Lu, George K. Thiruvathukal
Why Accuracy is Not Enough: The Need for Consistency in Object Detection. IEEE Multim. 29 (3) (2022)
Caleb Tung, Abhinav Goel, Xiao Hu, Nicholas Eliopoulos, Emmanuel S. Amobi, George K. Thiruvathukal, Vipin Chaudhary, Yung-Hsiang Lu
Irrelevant Pixels are Everywhere: Find and Exclude Them for More Efficient Computer Vision. CoRR (2022)
Caleb Tung, Abhinav Goel, Xiao Hu, Nick Eliopoulos, Emmanuel S. Amobi, George K. Thiruvathukal, Vipin Chaudhary, Yung-Hsiang Lu
Irrelevant Pixels are Everywhere: Find and Exclude Them for More Efficient Computer Vision. AICAS (2022)
Abhinav Goel, Caleb Tung, Xiao Hu, George K. Thiruvathukal, James C. Davis, Yung-Hsiang Lu
Efficient Computer Vision on Edge Devices with Pipeline-Parallel Hierarchical Neural Networks. CoRR (2021)
Abhinav Goel, Caleb Tung, Xiao Hu, Haobo Wang, James C. Davis, George K. Thiruvathukal, Yung-Hsiang Lu
Low-Power Multi-Camera Object Re-Identification using Hierarchical Neural Networks. CoRR (2021)
Hee Jun Park, Abhinav Goel
Dynamic Adjustment of Concurrent Neural Networks within Limited Power Thermal Constraints in Autonomous Driving. ICMLA (2021)
Abhinav Goel, Sarah Aghajanzadeh, Caleb Tung, Shuo-Han Chen, George K. Thiruvathukal, Yung-Hsiang Lu
Modular Neural Networks for Low-Power Image Classification on Embedded Devices. ACM Trans. Design Autom. Electr. Syst. 26 (1) (2021)
Abhinav Goel, Caleb Tung, Xiao Hu, Haobo Wang, James C. Davis, George K. Thiruvathukal, Yung-Hsiang Lu
Low-Power Multi-Camera Object Re-Identification using Hierarchical Neural Networks. ISLPED (2021)
Isha Ghodgaonkar, Abhinav Goel, Fischer Bordwell, Caleb Tung, Sarah Aghajanzadeh, Noah Curran, Ryan Chen, Kaiwen Yu, Sneha Mahapatra, Vishnu Banna, Gore Kao, Kate Lee, Xiao Hu, Nick Eliopolous, Akhil Chinnakotla, Damini Rijhwani, Ashley Kim, Aditya Chakraborty, Mark Daniel Ward, Yung-Hsiang Lu, George K. Thiruvathukal
Observing Responses to the COVID-19 Pandemic using Worldwide Network Cameras. CoRR (2020)
Abhinav Goel, Caleb Tung, Sarah Aghajanzadeh, Isha Ghodgaonkar, Shreya Ghosh, George K. Thiruvathukal, Yung-Hsiang Lu
Low-power object counting with hierarchical neural networks. ISLPED (2020)
Abhinav Goel, Caleb Tung, Yung-Hsiang Lu, George K. Thiruvathukal
A Survey of Methods for Low-Power Deep Learning and Computer Vision. WF-IoT (2020)
Isha Ghodgaonkar, Subhankar Chakraborty, Vishnu Banna, Shane Allcroft, Mohammed Metwaly, Fischer Bordwell, Kohsuke Kimura, Xinxin Zhao, Abhinav Goel, Caleb Tung, Akhil Chinnakotla, Minghao Xue, Yung-Hsiang Lu, Mark Daniel Ward, Wei Zakharov, David S. Ebert, David M. Barbarash, George K. Thiruvathukal
Analyzing Worldwide Social Distancing through Large-Scale Computer Vision. CoRR (2020)
Abhinav Goel, Caleb Tung, Yung-Hsiang Lu, George K. Thiruvathukal
A Survey of Methods for Low-Power Deep Learning and Computer Vision. CoRR (2020)
Sarah Aghajanzadeh, Roopasree Naidu, Shuo-Han Chen, Caleb Tung, Abhinav Goel, Yung-Hsiang Lu, George K. Thiruvathukal
Camera Placement Meeting Restrictions of Computer Vision. ICIP (2020)
Abhinav Goel, Caleb Tung, Sarah Aghajanzadeh, Isha Ghodgaonkar, Shreya Ghosh, George K. Thiruvathukal, Yung-Hsiang Lu
Low-Power Object Counting with Hierarchical Neural Networks. CoRR (2020)
Sergei Alyamkin, Matthew Ardi, Alexander C. Berg, Achille Brighton, Bo Chen, Yiran Chen, Hsin-Pai Cheng, Zichen Fan, Chen Feng, Bo Fu, Kent Gauen, Abhinav Goel, Alexander Goncharenko, Xuyang Guo, Soonhoi Ha, Andrew Howard, Xiao Hu, Yuanjun Huang, Donghyun Kang, Jaeyoun Kim, Jong-gook Ko, Alexander Kondratyev, Junhyeok Lee, Seungjae Lee, Suwoong Lee, Zichao Li, Zhiyu Liang, Juzheng Liu, Xin Liu, Yang Lu, Yung-Hsiang Lu, Deeptanshu Malik, Hong Hanh Nguyen, Eunbyung Park, Denis Repin, Liang Shen, Tao Sheng, Fei Sun, David Svitov, George K. Thiruvathukal, Baiwu Zhang, Jingchi Zhang, Xiaopeng Zhang, Shaojie Zhuo
Low-Power Computer Vision: Status, Challenges, Opportunities. CoRR (2019)
Sergei Alyamkin, Matthew Ardi, Alexander C. Berg, Achille Brighton, Bo Chen, Yiran Chen, Hsin-Pai Cheng, Zichen Fan, Chen Feng, Bo Fu, Kent Gauen, Abhinav Goel, Alexander Goncharenko, Xuyang Guo, Soonhoi Ha, Andrew Howard, Xiao Hu, Yuanjun Huang, Donghyun Kang, Jaeyoun Kim, Jong-gook Ko, Alexander Kondratyev, Junhyeok Lee, Seungjae Lee, Suwoong Lee, Zichao Li, Zhiyu Liang, Juzheng Liu, Xin Liu, Yang Lu, Yung-Hsiang Lu, Deeptanshu Malik, Hong Hanh Nguyen, Eunbyung Park, Denis Repin, Liang Shen, Tao Sheng, Fei Sun, David Svitov, George K. Thiruvathukal, Baiwu Zhang, Jingchi Zhang, Xiaopeng Zhang, Shaojie Zhuo
Low-Power Computer Vision: Status, Challenges, and Opportunities. IEEE J. Emerg. Sel. Topics Circuits Syst. 9 (2) (2019)
Abhinav Goel, Zeye Liu, Ronald D. Blanton
CompactNet: High Accuracy Deep Neural Network Optimized for On-Chip Implementation. IEEE BigData (2018)
Abhinav Goel, Adarsh Patel, Kyatsandra G. Nagananda, Pramod K. Varshney
Robustness of the Counting Rule for Distributed Detection in Wireless Sensor Networks. IEEE Signal Process. Lett. 25 (8) (2018)
Jetendra Joshi, Abhinandan Bhargava, Urijit Kurulkar, Joshitha Reddy, Amrit Bagga, Abhinav Goel, Pranith Reddy
RFID sensor network based pervasive computing. ICUFN (2016)
Jetendra Joshi, Amrit Bagga, Abhinandan Bhargava, Abhinav Goel, Divya Sara Kurian, Urijit Kurulkar
Secured and energy efficient architecture for sensor networks. CIVEMSA (2016)
Abhinav Goel, Mayank Juneja, C. V. Jawahar
Efficient Category Mining by Leveraging Instance Retrieval. CVPR Workshops (2013)
Abhinav Goel, Mayank Juneja, C. V. Jawahar
Are buildings only instances?: exploration in architectural style categories. ICVGIP (2012)