DAC-SDC Low Power Object Detection Challenge for UAV Applications

1 September 2018

Xiaowei Xu

Papers citing "DAC-SDC Low Power Object Detection Challenge for UAV Applications"

20 / 20 papers shown

Title
FPGA-Enabled Machine Learning Applications in Earth Observation: A Systematic Review Cédric Léonard Dirk Stober Martin Schulz 101 0 0 04 Jun 2025
Real-Time Multi-Object Tracking using YOLOv8 and SORT on a SoC FPGA Michal Danilowicz T. Kryjak VOT 95 0 0 17 Mar 2025
RingMo-Aerial: An Aerial Remote Sensing Foundation Model With Affine Transformation Contrastive Learning Wenhui Diao Haichen Yu Kaiyue Kang Tong Ling Di Liu ... Hanbo Bi Libo Ren Xuexue Li Yongqiang Mao Xian Sun 274 1 0 20 Sep 2024
Residual-INR: Communication Efficient On-Device Learning Using Implicit Neural Representation Hanqiu Chen Xuebin Yao Pradeep Subedi Cong Hao 78 0 0 10 Aug 2024
PEFSL: A deployment Pipeline for Embedded Few-Shot Learning on a FPGA SoC Lucas Grativol Ribeiro Lubin Gauthier Mathieu Léonardon Jérémy Morlier Antoine Lavrard-Meyer Guillaume Muller Virginie Fresse Matthieu Arzel 94 1 0 30 Apr 2024
Multiview Aerial Visual Recognition (MAVREC): Can Multi-view Improve Aerial Visual Perception? A. Dutta Srijan Das Jacob Nielsen Rajatsubhra Chakraborty Mubarak Shah 113 9 0 07 Dec 2023
Deep Learning-Based Object Detection in Maritime Unmanned Aerial Vehicle Imagery: Review and Experimental Comparisons Chenjie Zhao Ryan Wen Liu Jingxiang Qu Ruobin Gao 69 40 0 14 Nov 2023
E $^3$ -UAV: An Edge-based Energy-Efficient Object Detection System for Unmanned Aerial Vehicles Jiashun Suo Xingzhou Zhang Weisong Shi Wei Zhou 47 3 0 09 Aug 2023
DSR: Towards Drone Image Super-Resolution Xiaoyu Lin Baran Ozaydin Vidit Vidit Majed El Helou Sabine Süsstrunk SupR 70 1 0 25 Aug 2022
Towards Robust Drone Vision in the Wild Xiaoyu Lin SupR 53 0 0 21 Aug 2022
Compilation and Optimizations for Efficient Machine Learning on Embedded Systems Xiaofan Zhang Yao Chen Cong Hao Sitao Huang Yuhong Li Deming Chen 76 1 0 06 Jun 2022
Deep Learning for UAV-based Object Detection and Tracking: A Survey Chao Xu Wei Li Danfeng Hong R. Tao Yong Liu 104 196 0 25 Oct 2021
MOR-UAV: A Benchmark Dataset and Baselines for Moving Object Recognition in UAV Videos Murari Mandal L. Kumar Santosh Kumar Vipparthi 85 49 0 04 Aug 2020
CoDeNet: Efficient Deployment of Input-Adaptive Object Detection on Embedded FPGAs Zhen Dong Dequan Wang Qijing Huang Yizhao Gao Yaohui Cai Tian Li Bichen Wu Kurt Keutzer J. Wawrzynek ObjD 57 1 0 12 Jun 2020
Detection and Tracking Meet Drones Challenge Pengfei Zhu Longyin Wen Dawei Du Xiao Bian Heng Fan Q. Hu Haibin Ling AI4TS 115 597 0 16 Jan 2020
SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems Xiaofan Zhang Haoming Lu Cong Hao Jiachen Li Bowen Cheng ... Jinjun Xiong Thomas Huang Humphrey Shi Wen-mei W. Hwu Deming Chen 106 92 0 20 Sep 2019
SkyNet: A Champion Model for DAC-SDC on Low Power Object Detection Xiaofan Zhang Cong Hao Haoming Lu Jiachen Li Yuhong Li ... Jinjun Xiong Thomas Huang Honghui Shi Wen-mei W. Hwu Deming Chen 95 20 0 25 Jun 2019
Low-Power Computer Vision: Status, Challenges, Opportunities S. Alyamkin M. Ardi Alexander C. Berg Achille Brighton Bo Chen ... George K. Thiruvathukal Baiwu Zhang Jingchi Zhang Xiaopeng Zhang Shaojie Zhuo 47 10 0 15 Apr 2019
FPGA/DNN Co-Design: An Efficient Design Methodology for IoT Intelligence on the Edge Cong Hao Xiaofan Zhang Yuhong Li Sitao Huang Jinjun Xiong K. Rupnow Wen-mei W. Hwu Deming Chen 97 175 0 09 Apr 2019
SCNN: A General Distribution based Statistical Convolutional Neural Network with Application to Video Object Detection Tianchen Wang Jinjun Xiong Xiaowei Xu Yiyu Shi 70 24 0 15 Mar 2019