2000-fps multi-object extraction based on cell-based labeling. - Qingyi Gu; Takeshi Takaki; Idaku Ishii (ICIP, 2010)

2000 fps real-time vision system with high-frame-rate video recording. - Idaku Ishii; Tetsuro Tatebe; Qingyi Gu; Yuta Moriue; Takeshi Takaki; Kenji Tajima (ICRA, 2010)

2000 fps real-time target tracking vision system based on color histogram. - Idaku Ishii; Tetsuro Tatebe; Qingyi Gu; Takeshi Takaki (Real-Time Image and Video Processing, 2011)

2000 fps multi-object tracking based on color histogram. - Qingyi Gu; Takeshi Takaki; Idaku Ishii (Real-Time Image and Video Processing, 2012)

A Fast Multi-Object Extraction Algorithm Based on Cell-Based Connected Components Labeling. - Qingyi Gu; Takeshi Takaki; Idaku Ishii (IEICE Trans. Inf. Syst., 2012)

Color-histogram-based tracking at 2000 fps. - Idaku Ishii; Tetsuro Tatebe; Qingyi Gu; Takeshi Takaki (J. Electronic Imaging, 2012)

A fast color tracking system with automatic exposure control. - Qingyi Gu; Abdullah Al Noman; Tadayoshi Aoyama; Takeshi Takaki; Idaku Ishii (ICIA, 2013)

Fast 3-D shape measurement using blink-dot projection. - Jun Chen; Qingyi Gu; Hao Gao; Tadayoshi Aoyama; Takeshi Takaki; Idaku Ishii (IROS, 2013)

Real-time feature-based video mosaicing at 500 fps. - Ken-ichi Okumura; Sushil Raut; Qingyi Gu; Tadayoshi Aoyama; Takeshi Takaki; Idaku Ishii (IROS, 2013)

A fast multi-camera tracking system with heterogeneous lenses. - Xiaorong Zhao; Qingyi Gu; Tadayoshi Aoyama; Takeshi Takaki; Idaku Ishii (IROS, 2013)

500-fps face tracking system. - Idaku Ishii; Tomoki Ichida; Qingyi Gu; Takeshi Takaki (J. Real Time Image Process., 2013)

Fast FPGA-Based Multiobject Feature Extraction. - Qingyi Gu; Takeshi Takaki; Idaku Ishii (IEEE Trans. Circuits Syst. Video Technol., 2013)

Rapid vision-based shape and motion analysis system for fast-flowing cells in a microchannel. - Qingyi Gu; Tadayoshi Aoyama; Takeshi Takaki; Idaku Ishii (ICRA, 2014)

Real-time LOC-based morphological cell analysis system using high-speed vision. - Qingyi Gu; Tadayoshi Aoyama; Takeshi Takaki; Idaku Ishii; Ayumi Takemoto; Naoaki Sakamoto (IROS, 2014)

Robot-mounted 500-fps 3-D shape measurement using motion-compensated coded structured light method. - Jun Chen; Yongjiu Liu; Qingyi Gu; Tadayoshi Aoyama; Takeshi Takaki; Idaku Ishii (ROBIO, 2014)

A High-Frame-Rate Vision System with Automatic Exposure Control. - Qingyi Gu; Abdullah Al Noman; Tadayoshi Aoyama; Takeshi Takaki; Idaku Ishii (IEICE Trans. Inf. Syst., 2014)

High-Frame-Rate Structured Light 3-D Vision for Fast Moving Objects. - Yongjiu Liu; Hao Gao; Qingyi Gu; Tadayoshi Aoyama; Takeshi Takaki; Idaku Ishii (J. Robotics Mechatronics, 2014)

Real-time flow-rate control system for cell analysis. - Tadayoshi Aoyama; Amalka De Zoysa; Qingyi Gu; Takeshi Takaki; Idaku Ishii (AIR, 2015)

A fast 3D shape scanner using two HFR camera-projector systems. - Jun Chen; Qingyi Gu; Tadayoshi Aoyama; Takeshi Takaki; Idaku Ishii (AIR, 2015)

A full-pixel optical flow system using a GPU-based high-frame-rate vision. - Qingyi Gu; Naoki Nakamura; Tadayoshi Aoyama; Takeshi Takaki; Idaku Ishii (AIR, 2015)

Real-time optical image stabilization using high frame rate video sequence at 500 fps. - Sushil Raut; Qingyi Gu; Tadayoshi Aoyama; Takeshi Takaki; Idaku Ishii (AIR, 2015)

Motion-blur-free microscopic video shooting based on frame-by-frame intermittent tracking. - Takahiro Ueno; Qingyi Gu; Tadayoshi Aoyama; Takeshi Takaki; Idaku Ishii; Tomohiro Kawahara (CASE, 2015)

A scheme for manipulating a passive object using an active plate. - Tadayoshi Aoyama; Yuji Harada; Qingyi Gu; Takeshi Takaki; Idaku Ishii (ICRA, 2015)

Realization of flower stick rotation using robotic arm. - Tadayoshi Aoyama; Takeshi Takaki; Takumi Miura; Qingyi Gu; Idaku Ishii (IROS, 2015)

An intermittent frame-by-frame tracking camera for motion-blur-free video shooting. - Michiaki Inoue; Qingyi Gu; Tadayoshi Aoyama; Takeshi Takaki; Idaku Ishii (SII, 2015)

Cyclic motion design and analysis for a passive object manipulation using an active plate. - Tadayoshi Aoyama; Yuji Harada; Qingyi Gu; Takeshi Takaki; Idaku Ishii (Adv. Robotics, 2015)

Blink-Spot Projection Method for Fast Three-Dimensional Shape Measurement. - Jun Chen; Qingyi Gu; Tadayoshi Aoyama; Takeshi Takaki; Idaku Ishii (J. Robotics Mechatronics, 2015)

Real-Time Image Mosaicing System Using a High-Frame-Rate Video Sequence. - Qingyi Gu; Sushil Raut; Ken-ichi Okumura; Tadayoshi Aoyama; Takeshi Takaki; Idaku Ishii (J. Robotics Mechatronics, 2015)

Simultaneous Vision-Based Shape and Motion Analysis of Cells Fast-Flowing in a Microchannel. - Qingyi Gu; Tadayoshi Aoyama; Takeshi Takaki; Idaku Ishii (IEEE Trans Autom. Sci. Eng., 2015)

LOC-Based High-Throughput Cell Morphology Analysis System. - Qingyi Gu; Tomohiro Kawahara; Tadayoshi Aoyama; Takeshi Takaki; Idaku Ishii; Ayumi Takemoto; Naoaki Sakamoto (IEEE Trans Autom. Sci. Eng., 2015)

An efficient watershed algorithm for preprocessed binary image. - Qingyi Gu; Jun Chen; Tadayoshi Aoyama; Idaku Ishii (ICIA, 2016)

Control scheme of nongrasping manipulation based on virtual connecting constraint. - Tadayoshi Aoyama; Takeshi Takaki; Qingyi Gu; Idaku Ishii (ICRA, 2016)

A high-frame-rate high dynamic range imaging from virtual multi-thread automatic exposures. - Xianwu Jiang; Qingyi Gu; Tadayoshi Aoyama; Takeshi Takaki; Idaku Ishii (ROBIO, 2016)

Super high-speed vision platform for processing 1024×1024 images in real time at 12500 fps. - Atul Sharma; Kohei Shimasaki; Qingyi Gu; Jun Chen; Tadayoshi Aoyama; Takeshi Takaki; Idaku Ishii; Koichi Tamura; Kenji Tajima (SII, 2016)

Review of some advances and applications in real-time high-speed vision: Our views and experiences. - Qingyi Gu; Idaku Ishii (Int. J. Autom. Comput., 2016)

Vision-Based Real-Time Microflow-Rate Control System for Cell Analysis. - Tadayoshi Aoyama; Amalka De Zoysa; Qingyi Gu; Takeshi Takaki; Idaku Ishii (J. Robotics Mechatronics, 2016)

High frame-rate tracking of multiple color-patterned objects. - Qingyi Gu; Tadayoshi Aoyama; Takeshi Takaki; Idaku Ishii (J. Real Time Image Process., 2016)

12, 000-fps Multi-object detection using HOG descriptor and SVM classifier. - Jianquan Li; Yingjie Yin; Xilong Liu; De Xu; Qingyi Gu (IROS, 2017)

Motion-Blur-Free High-Speed Video Shooting Using a Resonant Mirror. - Michiaki Inoue; Qingyi Gu; Mingjun Jiang; Takeshi Takaki; Idaku Ishii; Kenji Tajima (Sensors, 2017)

Motion-blur-free High-speed Video Shooting with Frame-timing Control. - Michiaki Inoue; Qingyi Gu; Mingjun Jiang; Takeshi Takaki; Idaku Ishii; Kenji Tajima (ICST, 2018)

Fast object detection based on binary deep convolution neural networks. - Siyang Sun; Yingjie Yin; Xingang Wang 003; De Xu; Wenqi Wu; Qingyi Gu (CAAI Trans. Intell. Technol., 2018)

A novel channel pruning method for deep neural network compression. - Yiming Hu; Siyang Sun; Jianquan Li; Xingang Wang 003; Qingyi Gu (CoRR, 2018)

A High-Speed Vision System with Multithread Automatic Exposure Control for High-Dynamic-Range Imaging. - Xianwu Jiang; Qingyi Gu; Tadayoshi Aoyama; Takeshi Takaki; Idaku Ishii (J. Robotics Mechatronics, 2018)

Cluster Regularized Quantization for Deep Networks Compression. - Yiming Hu; Jianquan Li; Xianlei Long; Shenhua Hu; Jiagang Zhu; Xingang Wang 003; Qingyi Gu (ICIP, 2019)

Multi-Loss-Aware Channel Pruning of Deep Networks. - Yiming Hu; Siyang Sun; Jianquan Li; Jiagang Zhu; Xingang Wang 003; Qingyi Gu (ICIP, 2019)

Segmentation of Complex Object Based on A Standardization Coding Method. - Tingyu Yan; Jun Wang; Xilong Liu; Qingyi Gu; Mengjuan Chen (SSCI, 2019)

An FPGA-Based Ultra-High-Speed Object Detection Algorithm with Multi-Frame Information Fusion. - Xianlei Long; Shenhua Hu; Yiming Hu; Qingyi Gu; Idaku Ishii (Sensors, 2019)

Refinement of Boundary Regression Using Uncertainty in Temporal Action Localization. - Yunze Chen; Mengjuan Chen; Rui Wu; Jiagang Zhu; Zheng Zhu; Qingyi Gu (BMVC, 2020)

Angle-Based Search Space Shrinking for Neural Architecture Search. - Yiming Hu; Yuding Liang; Zichao Guo; Ruosi Wan; Xiangyu Zhang 005; Yichen Wei; Qingyi Gu; Jian Sun 001 (ECCV (19), 2020)

Natural Scene Facial Expression Recognition with Dimension Reduction Network. - Shenhua Hu; Yiming Hu; Jianquan Li; Xianlei Long; Mengjuan Chen; Qingyi Gu (ICRA, 2020)

A novel hardware-oriented ultra-high-speed object detection algorithm based on convolutional neural network. - Jianquan Li; Xianlei Long; Shenhua Hu; Yiming Hu; Qingyi Gu; De Xu (J. Real Time Image Process., 2020)

An Ultrahigh-Speed Object Detection Method With Projection-Based Position Compensation. - Jianquan Li; Xianlei Long; De Xu; Qingyi Gu; Idaku Ishii (IEEE Trans. Instrum. Meas., 2020)

Calibration and Measurement of Large Distortion Binocular Camera Based on Fully Connected Neural Network. - Tianwei Wu; Xilong Liu; Mengjuan Chen; Qingyi Gu; Wenxiang Qin; Tingyu Yan; Jiawei Lu (RCAR, 2021)

Improving One-Shot NAS with Shrinking-and-Expanding Supernet. - Yiming Hu; Xingang Wang 003; Lujun Li 001; Qingyi Gu (Pattern Recognit., 2021)

Hardware-Oriented Algorithm for High-Speed Laser Centerline Extraction Based on Hessian Matrix. - Zhikai Li; Liping Ma; Xianlei Long; Yunze Chen; Haitao Deng; Fengxia Yan; Qingyi Gu (IEEE Trans. Instrum. Meas., 2021)

Efficient Center Voting for Object Detection and 6D Pose Estimation in 3D Point Cloud. - Jianwei Guo; Xuejun Xing; Weize Quan; Dong-Ming Yan 001; Qingyi Gu; Yang Liu 014; Xiaopeng Zhang 001 (IEEE Trans. Image Process., 2021)

Patch Similarity Aware Data-Free Quantization for Vision Transformers. - Zhikai Li; Liping Ma; Mengjuan Chen; Junrui Xiao; Qingyi Gu (ECCV (11), 2022)

G-Head: Gating Head for Multi-Task Learning in One-Stage Object Detection. - He Jiang; Qingyi Gu (ICME, 2022)

DLA: Dynamic Label Assignment for Accurate One-stage Object Detection. - He Jiang; Junrui Xiao; Qingyi Gu (ICSCA, 2022)

A Flexible Calibration Algorithm for High-speed Bionic Vision System based on Galvanometer. - Qing Li 046; Mengjuan Chen; Qingyi Gu; Idaku Ishii (IROS, 2022)

PSAQ-ViT V2: Towards Accurate and General Data-Free Quantization for Vision Transformers. - Zhikai Li; Mengjuan Chen; Junrui Xiao; Qingyi Gu (CoRR, 2022)

Class-wise boundary regression by uncertainty in temporal action detection. - Yunze Chen; Mengjuan Chen; Qingyi Gu (IET Image Process., 2022)

Dual-discriminator adversarial framework for data-free quantization. - Zhikai Li; Liping Ma; Xianlei Long; Junrui Xiao; Qingyi Gu (Neurocomputing, 2022)

Rethinking prediction alignment in one-stage object detection. - Junrui Xiao; He Jiang; Zhikai Li; Qingyi Gu (Neurocomputing, 2022)

Boosting semi-supervised face recognition with raw faces. - Yunze Chen; Junjie Huang 005; Zheng Zhu; Xianlei Long; Qingyi Gu (Image Vis. Comput., 2022)

Efficient MSPSO Sampling for Object Detection and 6-D Pose Estimation in 3-D Scenes. - Xuejun Xing; Jianwei Guo; Liangliang Nan; Qingyi Gu; Xiaopeng Zhang 001; Dong-Ming Yan 001 (IEEE Trans. Ind. Electron., 2022)

Mechanical Particle Filter-Based Active Vision System for Fast Wide-Area Multiobject Detection. - Xianlei Long; Liping Ma; He Jiang; Zhikai Li; Yunze Chen; Qingyi Gu (IEEE Trans. Instrum. Meas., 2022)

I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference. - Zhikai Li; Qingyi Gu (ICCV, 2023)

RepQ-ViT: Scale Reparameterization for Post-Training Quantization of Vision Transformers. - Zhikai Li; Junrui Xiao; Lianwei Yang; Qingyi Gu (ICCV, 2023)

Patch-wise Mixed-Precision Quantization of Vision Transformer. - Junrui Xiao; Zhikai Li; Lianwei Yang; Qingyi Gu (IJCNN, 2023)

QFT: Quantized Full-parameter Tuning of LLMs with Affordable Resources. - Zhikai Li; Xiaoxuan Liu; Banghua Zhu; Zhen Dong 003; Qingyi Gu; Kurt Keutzer (CoRR, 2023)

DCIFPN: Deformable cross-scale interaction feature pyramid network for object detection. - Junrui Xiao; He Jiang; Zhikai Li; Qingyi Gu (IET Image Process., 2023)

Region Probability Map-Guided Fast Wide-Area Multiobject Detection. - Xianlei Long; Mengjuan Chen; Zhikai Li; Qingyi Gu (IEEE Trans. Instrum. Meas., 2023)

Temporal action detection with dynamic weights based on curriculum learning. - Yunze Chen; He Jiang; Junrui Xiao; Ding Li; Qingyi Gu (Neurocomputing, 2023)

PWSNAS: Powering Weight Sharing NAS With General Search Space Shrinking Framework. - Yiming Hu; Xingang Wang 003; Qingyi Gu (IEEE Trans. Neural Networks Learn. Syst., 2023)

An Active Tacking and Projection-based 3D Reconstruction Method for Moving Objects. - Mengjuan Chen; Kohei Shimasaki; Shaopeng Hu; Qingyi Gu; Idaku Ishii (ARSO, 2024)

MGRQ: Post-Training Quantization For Vision Transformer With Mixed Granularity Reconstruction. - Lianwei Yang; Zhikai Li; Junrui Xiao; Haisong Gong; Qingyi Gu (ICIP, 2024)

A Novel Wide-Area Multiobject Detection System with High-Probability Region Searching. - Xianlei Long; Hui Zhao; Chao Chen 004; Fuqiang Gu; Qingyi Gu (ICRA, 2024)

Enhanced Distribution Alignment for Post-Training Quantization of Diffusion Models. - Xuewen Liu; Zhikai Li; Junrui Xiao; Qingyi Gu (CoRR, 2024)

RepQuant: Towards Accurate Post-Training Quantization of Large Transformer Models via Scale Reparameterization. - Zhikai Li; Xuewen Liu; Jing Zhang; Qingyi Gu (CoRR, 2024)

LLM Inference Unveiled: Survey and Roofline Model Insights. - Zhihang Yuan; Yuzhang Shang; Yang Zhou; Zhen Dong 003; Zhe Zhou 002; Chenhao Xue; Bingzhe Wu; Zhikai Li; Qingyi Gu; Yong Jae Lee; Yan Yan 002; Beidi Chen; et al. (CoRR, 2024)

DopQ-ViT: Towards Distribution-Friendly and Outlier-Aware Post-Training Quantization for Vision Transformers. - Lianwei Yang; Haisong Gong; Qingyi Gu (CoRR, 2024)

DilateQuant: Accurate and Efficient Diffusion Quantization via Weight Dilation. - Xuewen Liu; Zhikai Li; Qingyi Gu (CoRR, 2024)

Privacy-Preserving SAM Quantization for Efficient Edge Intelligence in Healthcare. - Zhikai Li; Jing Zhang; Qingyi Gu (CoRR, 2024)

TTAQ: Towards Stable Post-training Quantization in Continuous Domain Adaptation. - Junrui Xiao; Zhikai Li; Lianwei Yang; Yiduo Mei; Qingyi Gu (CoRR, 2024)

Efficient Event-based Semantic Segmentation with Spike-driven Lightweight Transformer-based Networks. - Xiaxin Zhu; Fangming Guo; Xianlei Long; Qingyi Gu; Chao Chen 004; Fuqiang Gu (CoRR, 2024)

HTQ: Exploring the High-Dimensional Trade-Off of mixed-precision quantization. - Zhikai Li; Xianlei Long; Junrui Xiao; Qingyi Gu (Pattern Recognit., 2024)

A Visual-Feedback-Based Active Light-Section 3-D Reconstruction Method for Moving Objects. - Mengjuan Chen; Shaopeng Hu; Kohei Shimasaki; Qingyi Gu; Idaku Ishii (IEEE Trans. Instrum. Meas., 2024)

Efficient Uncertainty Estimation for a Hybrid Wide-Area Human Action Analysis System. - Xianlei Long; Yunze Chen; Fuqiang Gu; Chao Chen 004; Qingyi Gu (IEEE Trans. Instrum. Meas., 2024)

A Novel Dynamic Light-Section 3D Reconstruction Method for Wide-Range Sensing. - Mengjuan Chen; Qing Li 046; Kohei Shimasaki; Shaopeng Hu; Qingyi Gu; Idaku Ishii (Sensors, 2024)

PSAQ-ViT V2: Toward Accurate and General Data-Free Quantization for Vision Transformers. - Zhikai Li; Mengjuan Chen; Junrui Xiao; Qingyi Gu (IEEE Trans. Neural Networks Learn. Syst., 2024)

K-Sort Arena: Efficient and Reliable Benchmarking for Generative Models via K-wise Human Preferences. - Zhikai Li; Xuewen Liu; Dongrong Joe Fu; Jianquan Li; Qingyi Gu; Kurt Keutzer; Zhen Dong 003 (CVPR, 2025)

CacheQuant: Comprehensively Accelerated Diffusion Models. - Xuewen Liu; Zhikai Li; Qingyi Gu (CVPR, 2025)

BinaryViT: Toward Efficient and Accurate Binary Vision Transformers. - Junrui Xiao; Zhikai Li; Jianquan Li; Lianwei Yang; Qingyi Gu (IEEE Trans. Circuits Syst. Video Technol., 2025)

SAQ-SAM: Semantically-Aligned Quantization for Segment Anything Model. - Jing Zhang; Zhikai Li; Qingyi Gu (CoRR, 2025)

LRQ-DiT: Log-Rotation Post-Training Quantization of Diffusion Transformers for Text-to-Image Generation. - Lianwei Yang; Haokun Lin; Tianchen Zhao; Yichen Wu; Hongyu Zhu; Ruiqi Xie; Zhenan Sun; Yu Wang; Qingyi Gu (CoRR, 2025)