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2020 – today
- 2024
[j37]Zhikai Li
, Xianlei Long, Junrui Xiao, Qingyi Gu:
HTQ: Exploring the High-Dimensional Trade-Off of mixed-precision quantization. Pattern Recognit. 156: 110788 (2024)- [j36]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): 3793 (2024) - [j35]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: 1-12 (2024) - [j34]Xianlei Long, Yunze Chen, Fuqiang Gu, Chao Chen, Qingyi Gu:
Efficient Uncertainty Estimation for a Hybrid Wide-Area Human Action Analysis System. IEEE Trans. Instrum. Meas. 73: 1-12 (2024) - [c41]Mengjuan Chen, Kohei Shimasaki, Shaopeng Hu, Qingyi Gu, Idaku Ishii:
An Active Tacking and Projection-based 3D Reconstruction Method for Moving Objects. ARSO 2024: 167-172 - [c40]Xianlei Long, Hui Zhao, Chao Chen, Fuqiang Gu, Qingyi Gu:
A Novel Wide-Area Multiobject Detection System with High-Probability Region Searching. ICRA 2024: 18316-18322 - [i20]Xuewen Liu, Zhikai Li, Junrui Xiao, Qingyi Gu:
Enhanced Distribution Alignment for Post-Training Quantization of Diffusion Models. CoRR abs/2401.04585 (2024) - [i19]Zhikai Li, Xuewen Liu, Jing Zhang, Qingyi Gu:
RepQuant: Towards Accurate Post-Training Quantization of Large Transformer Models via Scale Reparameterization. CoRR abs/2402.05628 (2024) - [i18]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 abs/2402.16363 (2024) - [i17]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 abs/2403.01374 (2024) - [i16]Xianlei Long, Hui Zhao, Chao Chen, Fuqiang Gu, Qingyi Gu:
A Novel Wide-Area Multiobject Detection System with High-Probability Region Searching. CoRR abs/2405.04589 (2024) - [i15]Lianwei Yang, Zhikai Li, Junrui Xiao, Haisong Gong, Qingyi Gu:
MGRQ: Post-Training Quantization For Vision Transformer With Mixed Granularity Reconstruction. CoRR abs/2406.09229 (2024) - [i14]Lianwei Yang, Haisong Gong, Qingyi Gu:
DopQ-ViT: Towards Distribution-Friendly and Outlier-Aware Post-Training Quantization for Vision Transformers. CoRR abs/2408.03291 (2024) - [i13]Zhikai Li, Xuewen Liu, Dongrong Fu, Jianquan Li, Qingyi Gu, Kurt Keutzer, Zhen Dong:
K-Sort Arena: Efficient and Reliable Benchmarking for Generative Models via K-wise Human Preferences. CoRR abs/2408.14468 (2024) - [i12]Xuewen Liu, Zhikai Li, Qingyi Gu:
DilateQuant: Accurate and Efficient Diffusion Quantization via Weight Dilation. CoRR abs/2409.14307 (2024) - [i11]Zhikai Li, Jing Zhang, Qingyi Gu:
Privacy-Preserving SAM Quantization for Efficient Edge Intelligence in Healthcare. CoRR abs/2410.01813 (2024) - 2023
- [j33]Junrui Xiao, He Jiang, Zhikai Li, Qingyi Gu:
DCIFPN: Deformable cross-scale interaction feature pyramid network for object detection. IET Image Process. 17(9): 2596-2610 (2023) - [j32]Yunze Chen, He Jiang, Junrui Xiao, Ding Li, Qingyi Gu:
Temporal action detection with dynamic weights based on curriculum learning. Neurocomputing 524: 106-116 (2023) - [j31]Xianlei Long, Mengjuan Chen, Zhikai Li, Qingyi Gu:
Region Probability Map-Guided Fast Wide-Area Multiobject Detection. IEEE Trans. Instrum. Meas. 72: 1-13 (2023) - [j30]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): 9171-9184 (2023) - [c39]Zhikai Li, Qingyi Gu:
I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference. ICCV 2023: 17019-17029 - [c38]Zhikai Li, Junrui Xiao, Lianwei Yang, Qingyi Gu:
RepQ-ViT: Scale Reparameterization for Post-Training Quantization of Vision Transformers. ICCV 2023: 17181-17190 - [c37]Junrui Xiao, Zhikai Li, Lianwei Yang, Qingyi Gu:
Patch-wise Mixed-Precision Quantization of Vision Transformer. IJCNN 2023: 1-7 - [i10]Junrui Xiao, Zhikai Li, Lianwei Yang, Qingyi Gu:
Patch-wise Mixed-Precision Quantization of Vision Transformer. CoRR abs/2305.06559 (2023) - [i9]Zhikai Li, Xiaoxuan Liu, Banghua Zhu, Zhen Dong, Qingyi Gu, Kurt Keutzer:
QFT: Quantized Full-parameter Tuning of LLMs with Affordable Resources. CoRR abs/2310.07147 (2023) - 2022
- [j29]Yunze Chen, Mengjuan Chen, Qingyi Gu:
Class-wise boundary regression by uncertainty in temporal action detection. IET Image Process. 16(14): 3854-3862 (2022) - [j28]Zhikai Li, Liping Ma, Xianlei Long, Junrui Xiao, Qingyi Gu:
Dual-discriminator adversarial framework for data-free quantization. Neurocomputing 511: 67-77 (2022) - [j27]Junrui Xiao, He Jiang, Zhikai Li, Qingyi Gu:
Rethinking prediction alignment in one-stage object detection. Neurocomputing 514: 58-69 (2022) - [j26]Yunze Chen, Junjie Huang, Zheng Zhu, Xianlei Long, Qingyi Gu:
Boosting semi-supervised face recognition with raw faces. Image Vis. Comput. 125: 104512 (2022) - [j25]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): 10281-10291 (2022) - [j24]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: 1-13 (2022) - [c36]Zhikai Li, Liping Ma, Mengjuan Chen, Junrui Xiao, Qingyi Gu:
Patch Similarity Aware Data-Free Quantization for Vision Transformers. ECCV (11) 2022: 154-170 - [c35]He Jiang, Qingyi Gu:
G-Head: Gating Head for Multi-Task Learning in One-Stage Object Detection. ICME 2022: 1-6 - [c34]He Jiang, Junrui Xiao, Qingyi Gu:
DLA: Dynamic Label Assignment for Accurate One-stage Object Detection. ICSCA 2022: 83-89 - [c33]Qing Li, Mengjuan Chen, Qingyi Gu, Idaku Ishii:
A Flexible Calibration Algorithm for High-speed Bionic Vision System based on Galvanometer. IROS 2022: 4222-4227 - [i8]Zhikai Li, Liping Ma, Mengjuan Chen, Junrui Xiao, Qingyi Gu:
Patch Similarity Aware Data-Free Quantization for Vision Transformers. CoRR abs/2203.02250 (2022) - [i7]Zhikai Li, Qingyi Gu:
I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference. CoRR abs/2207.01405 (2022) - [i6]Zhikai Li, Mengjuan Chen, Junrui Xiao, Qingyi Gu:
PSAQ-ViT V2: Towards Accurate and General Data-Free Quantization for Vision Transformers. CoRR abs/2209.05687 (2022) - [i5]Zhikai Li, Junrui Xiao, Lianwei Yang, Qingyi Gu:
RepQ-ViT: Scale Reparameterization for Post-Training Quantization of Vision Transformers. CoRR abs/2212.08254 (2022) - 2021
- [j23]Yiming Hu, Xingang Wang, Lujun Li, Qingyi Gu:
Improving One-Shot NAS with Shrinking-and-Expanding Supernet. Pattern Recognit. 118: 108025 (2021) - [j22]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: 1-14 (2021) - [j21]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: 5072-5084 (2021) - [c32]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: 833-838 - 2020
- [j20]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): 1703-1714 (2020) - [j19]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): 4796-4806 (2020) - [c31]Yunze Chen, Mengjuan Chen, Rui Wu, Jiagang Zhu, Zheng Zhu, Qingyi Gu:
Refinement of Boundary Regression Using Uncertainty in Temporal Action Localization. BMVC 2020 - [c30]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: 119-134 - [c29]Shenhua Hu, Yiming Hu, Jianquan Li, Xianlei Long, Mengjuan Chen, Qingyi Gu:
Natural Scene Facial Expression Recognition with Dimension Reduction Network. ICRA 2020: 987-992 - [i4]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 abs/2004.13431 (2020)
2010 – 2019
- 2019
- [j18]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): 3707 (2019) - [c28]Yiming Hu, Siyang Sun, Jianquan Li, Jiagang Zhu, Xingang Wang, Qingyi Gu:
Multi-Loss-Aware Channel Pruning of Deep Networks. ICIP 2019: 889-893 - [c27]Yiming Hu, Jianquan Li, Xianlei Long, Shenhua Hu, Jiagang Zhu, Xingang Wang, Qingyi Gu:
Cluster Regularized Quantization for Deep Networks Compression. ICIP 2019: 914-918 - [c26]Tingyu Yan, Jun Wang, Xilong Liu, Qingyi Gu, Mengjuan Chen:
Segmentation of Complex Object Based on A Standardization Coding Method. SSCI 2019: 455-461 - [i3]Yiming Hu, Siyang Sun, Jianquan Li, Jiagang Zhu, Xingang Wang, Qingyi Gu:
Multi-loss-aware Channel Pruning of Deep Networks. CoRR abs/1902.10364 (2019) - [i2]Yiming Hu, Jianquan Li, Xianlei Long, Shenhua Hu, Jiagang Zhu, Xingang Wang, Qingyi Gu:
Cluster Regularized Quantization for Deep Networks Compression. CoRR abs/1902.10370 (2019) - 2018
- [j17]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): 191-197 (2018) - [j16]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): 117-127 (2018) - [c25]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: 172-177 - [i1]Yiming Hu, Siyang Sun, Jianquan Li, Xingang Wang, Qingyi Gu:
A novel channel pruning method for deep neural network compression. CoRR abs/1805.11394 (2018) - 2017
- [j15]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): 2483 (2017) - [c24]Jianquan Li, Yingjie Yin, Xilong Liu, De Xu, Qingyi Gu:
12, 000-fps Multi-object detection using HOG descriptor and SVM classifier. IROS 2017: 5928-5933 - 2016
- [j14]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): 305-318 (2016) - [j13]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): 854-861 (2016) - [j12]Qingyi Gu, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii:
High frame-rate tracking of multiple color-patterned objects. J. Real Time Image Process. 11(2): 251-269 (2016) - [c23]Qingyi Gu, Jun Chen, Tadayoshi Aoyama, Idaku Ishii:
An efficient watershed algorithm for preprocessed binary image. ICIA 2016: 1781-1786 - [c22]Tadayoshi Aoyama, Takeshi Takaki, Qingyi Gu, Idaku Ishii:
Control scheme of nongrasping manipulation based on virtual connecting constraint. ICRA 2016: 3819-3824 - [c21]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: 1401-1406 - [c20]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: 544-549 - 2015
- [j11]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): 493-503 (2015) - [j10]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): 12-23 (2015) - [j9]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): 430-443 (2015) - [j8]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): 204-215 (2015) - [j7]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): 1346-1356 (2015) - [c19]Jun Chen, Qingyi Gu, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii:
A fast 3D shape scanner using two HFR camera-projector systems. AIR 2015: 29:1-29:6 - [c18]Tadayoshi Aoyama, Amalka De Zoysa, Qingyi Gu, Takeshi Takaki, Idaku Ishii:
Real-time flow-rate control system for cell analysis. AIR 2015: 50:1-50:4 - [c17]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: 52:1-52:6 - [c16]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: 66:1-66:6 - [c15]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: 837-842 - [c14]Tadayoshi Aoyama, Yuji Harada, Qingyi Gu, Takeshi Takaki, Idaku Ishii:
A scheme for manipulating a passive object using an active plate. ICRA 2015: 2516-2521 - [c13]Tadayoshi Aoyama, Takeshi Takaki, Takumi Miura, Qingyi Gu, Idaku Ishii:
Realization of flower stick rotation using robotic arm. IROS 2015: 5648-5653 - [c12]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: 241-246 - 2014
- [j6]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. 97-D(4): 936-950 (2014) - [j5]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): 311-320 (2014) - [c11]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: 5848-5853 - [c10]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: 822-827 - [c9]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: 1989-1994 - 2013
- [j4]Idaku Ishii, Tomoki Ichida, Qingyi Gu, Takeshi Takaki:
500-fps face tracking system. J. Real Time Image Process. 8(4): 379-388 (2013) - [j3]Qingyi Gu, Takeshi Takaki, Idaku Ishii:
Fast FPGA-Based Multiobject Feature Extraction. IEEE Trans. Circuits Syst. Video Technol. 23(1): 30-45 (2013) - [c8]Qingyi Gu, Abdullah Al Noman, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii:
A fast color tracking system with automatic exposure control. ICIA 2013: 1302-1307 - [c7]Ken-ichi Okumura, Sushil Raut, Qingyi Gu, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii:
Real-time feature-based video mosaicing at 500 fps. IROS 2013: 2665-2670 - [c6]Xiaorong Zhao, Qingyi Gu, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii:
A fast multi-camera tracking system with heterogeneous lenses. IROS 2013: 2671-2676 - [c5]Jun Chen, Qingyi Gu, Hao Gao, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii:
Fast 3-D shape measurement using blink-dot projection. IROS 2013: 2683-2688 - 2012
- [j2]Qingyi Gu, Takeshi Takaki, Idaku Ishii:
A Fast Multi-Object Extraction Algorithm Based on Cell-Based Connected Components Labeling. IEICE Trans. Inf. Syst. 95-D(2): 636-645 (2012) - [j1]Idaku Ishii, Tetsuro Tatebe, Qingyi Gu, Takeshi Takaki:
Color-histogram-based tracking at 2000 fps. J. Electronic Imaging 21(1): 013010 (2012) - [c4]Qingyi Gu, Takeshi Takaki, Idaku Ishii:
2000 fps multi-object tracking based on color histogram. Real-Time Image and Video Processing 2012: 84370E - 2011
- [c3]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: 787103 - 2010
- [c2]Qingyi Gu, Takeshi Takaki, Idaku Ishii:
2000-fps multi-object extraction based on cell-based labeling. ICIP 2010: 3761-3764 - [c1]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: 1536-1541
Coauthor Index
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