Qingyi Gu

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 64

Top Topics

Watershed Algorithm

Object Detection

Label Assignment

Top Venues

IEEE Trans. Instrum. Meas.

J. Robotics Mechatronics

Publications

Zhihang Yuan, Yuzhang Shang, Yang Zhou, Zhen Dong, Zhe Zhou, Chenhao Xue, Bingzhe Wu, Zhikai Li, Qingyi Gu, Yong Jae Lee, Yan Yan, Beidi Chen, Guangyu Sun, Kurt Keutzer
LLM Inference Unveiled: Survey and Roofline Model Insights. CoRR (2024)
Zhikai Li, Xuewen Liu, Jing Zhang, Qingyi Gu
RepQuant: Towards Accurate Post-Training Quantization of Large Transformer Models via Scale Reparameterization. CoRR (2024)
Xianlei Long, Hui Zhao, Chao Chen, Fuqiang Gu, Qingyi Gu
A Novel Wide-Area Multiobject Detection System with High-Probability Region Searching. ICRA (2024)
Mengjuan Chen, Shaopeng Hu, Kohei Shimasaki, Qingyi Gu, Idaku Ishii
A Visual-Feedback-Based Active Light-Section 3-D Reconstruction Method for Moving Objects. IEEE Trans. Instrum. Meas. 73 (2024)
Lianwei Yang, Zhikai Li, Junrui Xiao, Haisong Gong, Qingyi Gu
MGRQ: Post-Training Quantization For Vision Transformer With Mixed Granularity Reconstruction. CoRR (2024)
Mengjuan Chen, Qing Li, Kohei Shimasaki, Shaopeng Hu, Qingyi Gu, Idaku Ishii
A Novel Dynamic Light-Section 3D Reconstruction Method for Wide-Range Sensing. CoRR (2024)
Mengjuan Chen, Qing Li, Kohei Shimasaki, Shaopeng Hu, Qingyi Gu, Idaku Ishii
A Novel Dynamic Light-Section 3D Reconstruction Method for Wide-Range Sensing. Sensors 24 (12) (2024)
Xianlei Long, Hui Zhao, Chao Chen, Fuqiang Gu, Qingyi Gu
A Novel Wide-Area Multiobject Detection System with High-Probability Region Searching. CoRR (2024)
Mengjuan Chen, Kohei Shimasaki, Shaopeng Hu, Qingyi Gu, Idaku Ishii
An Active Tacking and Projection-based 3D Reconstruction Method for Moving Objects. ARSO (2024)
Xuewen Liu, Zhikai Li, Junrui Xiao, Qingyi Gu
Enhanced Distribution Alignment for Post-Training Quantization of Diffusion Models. CoRR (2024)
Zhikai Li, Xianlei Long, Junrui Xiao, Qingyi Gu
HTQ: Exploring the High-Dimensional Trade-Off of mixed-precision quantization. Pattern Recognit. 156 (2024)
Zhikai Li, Xiaoxuan Liu, Banghua Zhu, Zhen Dong, Qingyi Gu, Kurt Keutzer
QFT: Quantized Full-parameter Tuning of LLMs with Affordable Resources. CoRR (2023)
Junrui Xiao, Zhikai Li, Lianwei Yang, Qingyi Gu
Patch-wise Mixed-Precision Quantization of Vision Transformer. CoRR (2023)
Yiming Hu, Xingang Wang, Qingyi Gu
PWSNAS: Powering Weight Sharing NAS With General Search Space Shrinking Framework. IEEE Trans. Neural Networks Learn. Syst. 34 (11) (2023)
Junrui Xiao, He Jiang, Zhikai Li, Qingyi Gu
DCIFPN: Deformable cross-scale interaction feature pyramid network for object detection. IET Image Process. 17 (9) (2023)
Junrui Xiao, Zhikai Li, Lianwei Yang, Qingyi Gu
BinaryViT: Towards Efficient and Accurate Binary Vision Transformers. CoRR (2023)
Junrui Xiao, Zhikai Li, Lianwei Yang, Qingyi Gu
Patch-wise Mixed-Precision Quantization of Vision Transformer. IJCNN (2023)
Zhikai Li, Qingyi Gu
I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference. ICCV (2023)
Zhikai Li, Junrui Xiao, Lianwei Yang, Qingyi Gu
RepQ-ViT: Scale Reparameterization for Post-Training Quantization of Vision Transformers. ICCV (2023)
Xianlei Long, Mengjuan Chen, Zhikai Li, Qingyi Gu
Region Probability Map-Guided Fast Wide-Area Multiobject Detection. IEEE Trans. Instrum. Meas. 72 (2023)
Yunze Chen, He Jiang, Junrui Xiao, Ding Li, Qingyi Gu
Temporal action detection with dynamic weights based on curriculum learning. Neurocomputing 524 (2023)
Zhikai Li, Liping Ma, Mengjuan Chen, Junrui Xiao, Qingyi Gu
Patch Similarity Aware Data-Free Quantization for Vision Transformers. ECCV (11) (2022)
Zhikai Li, Liping Ma, Mengjuan Chen, Junrui Xiao, Qingyi Gu
Patch Similarity Aware Data-Free Quantization for Vision Transformers. CoRR (2022)
Xuejun Xing, Jianwei Guo, Liangliang Nan, Qingyi Gu, Xiaopeng Zhang, Dong-Ming Yan
Efficient MSPSO Sampling for Object Detection and 6-D Pose Estimation in 3-D Scenes. IEEE Trans. Ind. Electron. 69 (10) (2022)
Zhikai Li, Junrui Xiao, Lianwei Yang, Qingyi Gu
RepQ-ViT: Scale Reparameterization for Post-Training Quantization of Vision Transformers. CoRR (2022)
Qing Li, Mengjuan Chen, Qingyi Gu, Idaku Ishii
A Flexible Calibration Algorithm for High-speed Bionic Vision System based on Galvanometer. IROS (2022)
Yunze Chen, Junjie Huang, Zheng Zhu, Xianlei Long, Qingyi Gu
Boosting semi-supervised face recognition with raw faces. Image Vis. Comput. 125 (2022)
Yunze Chen, Mengjuan Chen, Qingyi Gu
Class-wise boundary regression by uncertainty in temporal action detection. IET Image Process. 16 (14) (2022)
Zhikai Li, Mengjuan Chen, Junrui Xiao, Qingyi Gu
PSAQ-ViT V2: Towards Accurate and General Data-Free Quantization for Vision Transformers. CoRR (2022)
He Jiang, Junrui Xiao, Qingyi Gu
DLA: Dynamic Label Assignment for Accurate One-stage Object Detection. ICSCA (2022)
Junrui Xiao, He Jiang, Zhikai Li, Qingyi Gu
Rethinking prediction alignment in one-stage object detection. Neurocomputing 514 (2022)
Xianlei Long, Liping Ma, He Jiang, Zhikai Li, Yunze Chen, Qingyi Gu
Mechanical Particle Filter-Based Active Vision System for Fast Wide-Area Multiobject Detection. IEEE Trans. Instrum. Meas. 71 (2022)
He Jiang, Qingyi Gu
G-Head: Gating Head for Multi-Task Learning in One-Stage Object Detection. ICME (2022)
Zhikai Li, Liping Ma, Xianlei Long, Junrui Xiao, Qingyi Gu
Dual-discriminator adversarial framework for data-free quantization. Neurocomputing 511 (2022)
Zhikai Li, Qingyi Gu
I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference. CoRR (2022)
Tianwei Wu, Xilong Liu, Mengjuan Chen, Qingyi Gu, Wenxiang Qin, Tingyu Yan, Jiawei Lu
Calibration and Measurement of Large Distortion Binocular Camera Based on Fully Connected Neural Network. RCAR (2021)
Yiming Hu, Xingang Wang, Lujun Li, Qingyi Gu
Improving One-Shot NAS with Shrinking-and-Expanding Supernet. Pattern Recognit. 118 (2021)
Jianwei Guo, Xuejun Xing, Weize Quan, Dong-Ming Yan, Qingyi Gu, Yang Liu, Xiaopeng Zhang
Efficient Center Voting for Object Detection and 6D Pose Estimation in 3D Point Cloud. IEEE Trans. Image Process. 30 (2021)
Zhikai Li, Liping Ma, Xianlei Long, Yunze Chen, Haitao Deng, Fengxia Yan, Qingyi Gu
Hardware-Oriented Algorithm for High-Speed Laser Centerline Extraction Based on Hessian Matrix. IEEE Trans. Instrum. Meas. 70 (2021)
Yiming Hu, Yuding Liang, Zichao Guo, Ruosi Wan, Xiangyu Zhang, Yichen Wei, Qingyi Gu, Jian Sun
Angle-Based Search Space Shrinking for Neural Architecture Search. ECCV (19) (2020)
Yunze Chen, Mengjuan Chen, Rui Wu, Jiagang Zhu, Zheng Zhu, Qingyi Gu
Refinement of Boundary Regression Using Uncertainty in Temporal Action Localization. BMVC (2020)
Shenhua Hu, Yiming Hu, Jianquan Li, Xianlei Long, Mengjuan Chen, Qingyi Gu
Natural Scene Facial Expression Recognition with Dimension Reduction Network. ICRA (2020)
Jianquan Li, Xianlei Long, Shenhua Hu, Yiming Hu, Qingyi Gu, De Xu
A novel hardware-oriented ultra-high-speed object detection algorithm based on convolutional neural network. J. Real Time Image Process. 17 (5) (2020)
Jianquan Li, Xianlei Long, De Xu, Qingyi Gu, Idaku Ishii
An Ultrahigh-Speed Object Detection Method With Projection-Based Position Compensation. IEEE Trans. Instrum. Meas. 69 (7) (2020)
Yiming Hu, Yuding Liang, Zichao Guo, Ruosi Wan, Xiangyu Zhang, Yichen Wei, Qingyi Gu, Jian Sun
Angle-based Search Space Shrinking for Neural Architecture Search. CoRR (2020)
Yiming Hu, Jianquan Li, Xianlei Long, Shenhua Hu, Jiagang Zhu, Xingang Wang, Qingyi Gu
Cluster Regularized Quantization for Deep Networks Compression. ICIP (2019)
Yiming Hu, Jianquan Li, Xianlei Long, Shenhua Hu, Jiagang Zhu, Xingang Wang, Qingyi Gu
Cluster Regularized Quantization for Deep Networks Compression. CoRR (2019)
Tingyu Yan, Jun Wang, Xilong Liu, Qingyi Gu, Mengjuan Chen
Segmentation of Complex Object Based on A Standardization Coding Method. SSCI (2019)
Yiming Hu, Siyang Sun, Jianquan Li, Jiagang Zhu, Xingang Wang, Qingyi Gu
Multi-Loss-Aware Channel Pruning of Deep Networks. ICIP (2019)
Yiming Hu, Siyang Sun, Jianquan Li, Jiagang Zhu, Xingang Wang, Qingyi Gu
Multi-loss-aware Channel Pruning of Deep Networks. CoRR (2019)
Xianlei Long, Shenhua Hu, Yiming Hu, Qingyi Gu, Idaku Ishii
An FPGA-Based Ultra-High-Speed Object Detection Algorithm with Multi-Frame Information Fusion. Sensors 19 (17) (2019)
Michiaki Inoue, Qingyi Gu, Mingjun Jiang, Takeshi Takaki, Idaku Ishii, Kenji Tajima
Motion-blur-free High-speed Video Shooting with Frame-timing Control. ICST (2018)
Yiming Hu, Siyang Sun, Jianquan Li, Xingang Wang, Qingyi Gu
A novel channel pruning method for deep neural network compression. CoRR (2018)
Xianwu Jiang, Qingyi Gu, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii
A High-Speed Vision System with Multithread Automatic Exposure Control for High-Dynamic-Range Imaging. J. Robotics Mechatronics 30 (1) (2018)
Siyang Sun, Yingjie Yin, Xingang Wang, De Xu, Wenqi Wu, Qingyi Gu
Fast object detection based on binary deep convolution neural networks. CAAI Trans. Intell. Technol. 3 (4) (2018)
Michiaki Inoue, Qingyi Gu, Mingjun Jiang, Takeshi Takaki, Idaku Ishii, Kenji Tajima
Motion-Blur-Free High-Speed Video Shooting Using a Resonant Mirror. Sensors 17 (11) (2017)
Jianquan Li, Yingjie Yin, Xilong Liu, De Xu, Qingyi Gu
12, 000-fps Multi-object detection using HOG descriptor and SVM classifier. IROS (2017)
Atul Sharma, Kohei Shimasaki, Qingyi Gu, Jun Chen, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii, Koichi Tamura, Kenji Tajima
Super high-speed vision platform for processing 1024×1024 images in real time at 12500 fps. SII (2016)
Qingyi Gu, Idaku Ishii
Review of some advances and applications in real-time high-speed vision: Our views and experiences. Int. J. Autom. Comput. 13 (4) (2016)
Xianwu Jiang, Qingyi Gu, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii
A high-frame-rate high dynamic range imaging from virtual multi-thread automatic exposures. ROBIO (2016)
Tadayoshi Aoyama, Takeshi Takaki, Qingyi Gu, Idaku Ishii
Control scheme of nongrasping manipulation based on virtual connecting constraint. ICRA (2016)
Qingyi Gu, Jun Chen, Tadayoshi Aoyama, Idaku Ishii
An efficient watershed algorithm for preprocessed binary image. ICIA (2016)
Tadayoshi Aoyama, Amalka De Zoysa, Qingyi Gu, Takeshi Takaki, Idaku Ishii
Vision-Based Real-Time Microflow-Rate Control System for Cell Analysis. J. Robotics Mechatronics 28 (6) (2016)
Qingyi Gu, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii
High frame-rate tracking of multiple color-patterned objects. J. Real Time Image Process. 11 (2) (2016)
Takahiro Ueno, Qingyi Gu, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii, Tomohiro Kawahara
Motion-blur-free microscopic video shooting based on frame-by-frame intermittent tracking. CASE (2015)
Qingyi Gu, Sushil Raut, Ken-ichi Okumura, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii
Real-Time Image Mosaicing System Using a High-Frame-Rate Video Sequence. J. Robotics Mechatronics 27 (1) (2015)
Tadayoshi Aoyama, Amalka De Zoysa, Qingyi Gu, Takeshi Takaki, Idaku Ishii
Real-time flow-rate control system for cell analysis. AIR (2015)
Tadayoshi Aoyama, Yuji Harada, Qingyi Gu, Takeshi Takaki, Idaku Ishii
A scheme for manipulating a passive object using an active plate. ICRA (2015)
Qingyi Gu, Tomohiro Kawahara, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii, Ayumi Takemoto, Naoaki Sakamoto
LOC-Based High-Throughput Cell Morphology Analysis System. IEEE Trans Autom. Sci. Eng. 12 (4) (2015)
Tadayoshi Aoyama, Takeshi Takaki, Takumi Miura, Qingyi Gu, Idaku Ishii
Realization of flower stick rotation using robotic arm. IROS (2015)
Sushil Raut, Qingyi Gu, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii
Real-time optical image stabilization using high frame rate video sequence at 500 fps. AIR (2015)
Jun Chen, Qingyi Gu, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii
Blink-Spot Projection Method for Fast Three-Dimensional Shape Measurement. J. Robotics Mechatronics 27 (4) (2015)
Qingyi Gu, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii
Simultaneous Vision-Based Shape and Motion Analysis of Cells Fast-Flowing in a Microchannel. IEEE Trans Autom. Sci. Eng. 12 (1) (2015)
Qingyi Gu, Naoki Nakamura, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii
A full-pixel optical flow system using a GPU-based high-frame-rate vision. AIR (2015)
Jun Chen, Qingyi Gu, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii
A fast 3D shape scanner using two HFR camera-projector systems. AIR (2015)
Tadayoshi Aoyama, Yuji Harada, Qingyi Gu, Takeshi Takaki, Idaku Ishii
Cyclic motion design and analysis for a passive object manipulation using an active plate. Adv. Robotics 29 (7) (2015)
Michiaki Inoue, Qingyi Gu, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii
An intermittent frame-by-frame tracking camera for motion-blur-free video shooting. SII (2015)
Qingyi Gu, Abdullah Al Noman, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii
A High-Frame-Rate Vision System with Automatic Exposure Control. IEICE Trans. Inf. Syst. (4) (2014)
Yongjiu Liu, Hao Gao, Qingyi Gu, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii
High-Frame-Rate Structured Light 3-D Vision for Fast Moving Objects. J. Robotics Mechatronics 26 (3) (2014)
Qingyi Gu, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii
Rapid vision-based shape and motion analysis system for fast-flowing cells in a microchannel. ICRA (2014)
Jun Chen, Yongjiu Liu, Qingyi Gu, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii
Robot-mounted 500-fps 3-D shape measurement using motion-compensated coded structured light method. ROBIO (2014)
Qingyi Gu, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii, Ayumi Takemoto, Naoaki Sakamoto
Real-time LOC-based morphological cell analysis system using high-speed vision. IROS (2014)
Qingyi Gu, Takeshi Takaki, Idaku Ishii
Fast FPGA-Based Multiobject Feature Extraction. IEEE Trans. Circuits Syst. Video Technol. 23 (1) (2013)
Xiaorong Zhao, Qingyi Gu, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii
A fast multi-camera tracking system with heterogeneous lenses. IROS (2013)
Qingyi Gu, Abdullah Al Noman, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii
A fast color tracking system with automatic exposure control. ICIA (2013)
Ken-ichi Okumura, Sushil Raut, Qingyi Gu, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii
Real-time feature-based video mosaicing at 500 fps. IROS (2013)
Jun Chen, Qingyi Gu, Hao Gao, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii
Fast 3-D shape measurement using blink-dot projection. IROS (2013)
Idaku Ishii, Tomoki Ichida, Qingyi Gu, Takeshi Takaki
500-fps face tracking system. J. Real Time Image Process. 8 (4) (2013)
Qingyi Gu, Takeshi Takaki, Idaku Ishii
A Fast Multi-Object Extraction Algorithm Based on Cell-Based Connected Components Labeling. IEICE Trans. Inf. Syst. (2) (2012)
Qingyi Gu, Takeshi Takaki, Idaku Ishii
2000 fps multi-object tracking based on color histogram. Real-Time Image and Video Processing (2012)
Idaku Ishii, Tetsuro Tatebe, Qingyi Gu, Takeshi Takaki
Color-histogram-based tracking at 2000 fps. J. Electronic Imaging 21 (1) (2012)
Idaku Ishii, Tetsuro Tatebe, Qingyi Gu, Takeshi Takaki
2000 fps real-time target tracking vision system based on color histogram. Real-Time Image and Video Processing (2011)
Idaku Ishii, Tetsuro Tatebe, Qingyi Gu, Yuta Moriue, Takeshi Takaki, Kenji Tajima
2000 fps real-time vision system with high-frame-rate video recording. ICRA (2010)
Qingyi Gu, Takeshi Takaki, Idaku Ishii
2000-fps multi-object extraction based on cell-based labeling. ICIP (2010)