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2020 – today
- 2024
[j31]Zhi Lu
, Shiyin Qin, Pin Lv, Liguo Sun, Bo Tang:
Real-time continuous detection and recognition of dynamic hand gestures in untrimmed sequences based on end-to-end architecture with 3D DenseNet and LSTM. Multim. Tools Appl. 83(6): 16275-16312 (2024)- [j30]Lianwei Li, Shiyin Qin, Ning Yang, Li Hong, Yang Dai, Zhiqiang Wang:
LVNet: A lightweight volumetric convolutional neural network for real-time and high-performance recognition of 3D objects. Multim. Tools Appl. 83(21): 61047-61063 (2024) - [i5]Yunusa Haruna, Shiyin Qin, Abdulrahman Hamman Adama Chukkol, Abdulganiyu Abdu Yusuf, Isah Bello, Adamu Lawan:
Exploring the Synergies of Hybrid CNNs and ViTs Architectures for Computer Vision: A survey. CoRR abs/2402.02941 (2024) - [i4]Yunusa Haruna, Shiyin Qin, Abdulrahman Hamman Adama Chukkol, Isah Bello, Adamu Lawan:
mAPm: multi-scale Attention Pyramid module for Enhanced scale-variation in RLD detection. CoRR abs/2402.16291 (2024) - [i3]Yunusa Haruna, Shiyin Qin, Abdulrahman Hamman Adama Chukkol, Isah Bello, Adamu Lawan:
iiANET: Inception Inspired Attention Hybrid Network for efficient Long-Range Dependency. CoRR abs/2407.07603 (2024) - [i2]Yunusa Haruna, Shiyin Qin, Adamu Lawan, Abdulrahman Hamman Adama Chukkol:
KonvLiNA: Integrating Kolmogorov-Arnold Network with Linear Nyström Attention for feature fusion in Crop Field Detection. CoRR abs/2408.13160 (2024) - 2023
- [c18]Yunusa Haruna, Shiyin Qin, Peshraw Salam Abdulqadir, Mesmin J. Mbyamm Kiki, Abdulrahman Hamman Adama Chukkol:
An approach to detecting extremely small or large objects based on an improved scale variation in YOLOv3. ICMLT 2023: 190-194 - 2022
- [j29]Muhammad Haris, Muhammad Noman Hasan, Shiyin Qin:
Degradation Curve Prediction of Lithium-Ion Batteries Based on Knee Point Detection Algorithm and Convolutional Neural Network. IEEE Trans. Instrum. Meas. 71: 1-10 (2022) - 2021
- [j28]Bilal Hassan, Shiyin Qin, Taimur Hassan, Muhammad Usman Akram, Ramsha Ahmed, Naoufel Werghi:
CDC-Net: Cascaded decoupled convolutional network for lesion-assisted detection and grading of retinopathy using optical coherence tomography (OCT) scans. Biomed. Signal Process. Control. 70: 103030 (2021) - [j27]Bilal Hassan, Shiyin Qin, Ramsha Ahmed, Taimur Hassan, Abdel Hakeem Taguri, Shahrukh Hashmi, Naoufel Werghi:
Deep learning based joint segmentation and characterization of multi-class retinal fluid lesions on OCT scans for clinical use in anti-VEGF therapy. Comput. Biol. Medicine 136: 104727 (2021) - [j26]Lianwei Li, Shiyin Qin, Zhi Lu, Dinghao Zhang, Kuanhong Xu, Zhongying Hu:
Real-time one-shot learning gesture recognition based on lightweight 3D Inception-ResNet with separable convolutions. Pattern Anal. Appl. 24(3): 1173-1192 (2021) - [j25]Hao Yang, Dinghao Zhang, Shiyin Qin, Tie Jun Cui, Jungang Miao:
Real-Time Detection of Concealed Threats with Passive Millimeter Wave and Visible Images via Deep Neural Networks. Sensors 21(24): 8456 (2021) - [j24]Bilal Hassan, Shiyin Qin, Taimur Hassan, Ramsha Ahmed, Naoufel Werghi:
Joint Segmentation and Quantification of Chorioretinal Biomarkers in Optical Coherence Tomography Scans: A Deep Learning Approach. IEEE Trans. Instrum. Meas. 70: 1-17 (2021) - [i1]Bilal Hassan, Taimur Hassan, Ramsha Ahmed, Shiyin Qin, Naoufel Werghi:
Automated segmentation and extraction of posterior eye segment using OCT scans. CoRR abs/2109.10000 (2021) - 2020
- [j23]Lianwei Li, Shiyin Qin, Zhi Lu, Kuanhong Xu, Zhongying Hu:
One-shot learning gesture recognition based on joint training of 3D ResNet and memory module. Multim. Tools Appl. 79(9-10): 6727-6757 (2020) - [c17]Bilal Hassan, Shiyin Qin, Ramsha Ahmed:
RRI-Net: Classification of Multi-class Retinal Diseases with Deep Recurrent Residual Inception Network using OCT Scans. ISSPIT 2020: 1-6 - [c16]Bilal Hassan, Shiyin Qin, Ramsha Ahmed:
SEADNet: Deep learning driven segmentation and extraction of macular fluids in 3D retinal OCT scans. ISSPIT 2020: 1-6
2010 – 2019
- 2019
- [j22]Zhi Lu, Shiyin Qin, Lianwei Li, Dinghao Zhang, Kuanhong Xu, Zhongying Hu:
One-Shot Learning Hand Gesture Recognition Based on Lightweight 3D Convolutional Neural Networks for Portable Applications on Mobile Systems. IEEE Access 7: 131732-131748 (2019) - [j21]Zhi Lu, Shiyin Qin, Xiaojie Li, Lianwei Li, Dinghao Zhang:
One-shot learning hand gesture recognition based on modified 3d convolutional neural networks. Mach. Vis. Appl. 30(7-8): 1157-1180 (2019) - [j20]Lin Guo, Shiyin Qin:
High Precision Detection of Salient Objects Based on Deep Convolutional Networks with Proper Combinations of Shallow and Deep Connections. Symmetry 11(1): 5 (2019) - [c15]Muhammad Noman Hasan, Muhammad Haris, Syed Jahanzeb Hussain Pirzada, Shiyin Qin:
Adaptive Model Predictive Control for a Class of Nonlinear Single-Link Flexible Joint Manipulator. INTELLECT 2019: 1-6 - 2018
- [j19]Jingwen Luo, Shiyin Qin:
A Fast Algorithm of Simultaneous Localization and Mapping for Mobile Robot Based on Ball Particle Filter. IEEE Access 6: 20412-20429 (2018) - [j18]Xuanzhen Chen, Shiyin Qin:
Motion Planning for Dual-Arm Space Robot Towards Capturing Target Satellite and Keeping the Base Inertially Fixed. IEEE Access 6: 26292-26306 (2018) - [j17]Jingwen Luo, Shiyin Qin:
A Fast Algorithm of SLAM Based on Combinatorial Interval Filters. IEEE Access 6: 28174-28192 (2018) - [j16]Guo Zhao, Shiyin Qin, Danyang Wang:
Interactive segmentation of texture image based on active contour model with local inverse difference moment feature. Multim. Tools Appl. 77(18): 24537-24564 (2018) - [j15]Guo Zhao, Shiyin Qin:
High-Precision Detection of Defects of Tire Texture Through X-ray Imaging Based on Local Inverse Difference Moment Features. Sensors 18(8): 2524 (2018) - 2017
- [j14]Xuanzhen Chen, Shiyin Qin:
Kinematic Modeling for a Class of Free-Floating Space Robots. IEEE Access 5: 12389-12403 (2017) - [c14]Lin Guo, Shiyin Qin:
High speed detection of aircraft targets based on proposal oriented FAST and adaptive matching of local invariant features. ICCA 2017: 1066-1071 - [c13]Fei Song, Shiyin Qin:
Approach to Model Reference On-orbit Fault Diagnosis of Satellite Attitude Control System Based on Measurement of Environment Torques. ICCAE 2017: 238-243 - 2016
- [j13]Dong Yang, Shiyin Qin:
Restoration of Partial Blurred Image Based on Blur Detection and Classification. J. Electr. Comput. Eng. 2016: 2374926:1-2374926:12 (2016) - [j12]Chuanyun Wang, Shiyin Qin:
Approach for moving small target detection in infrared image sequence based on reinforcement learning. J. Electronic Imaging 25(5): 053032 (2016) - 2015
- [j11]Saqib Yousaf, Shiyin Qin:
Closed-Loop Restoration Approach to Blurry Images Based on Machine Learning and Feedback Optimization. IEEE Trans. Image Process. 24(12): 5928-5941 (2015) - 2014
- [j10]Bingyao Liu, Satinder Singh, Richard L. Lewis, Shiyin Qin:
Optimal Rewards for Cooperative Agents. IEEE Trans. Auton. Ment. Dev. 6(4): 286-297 (2014) - [j9]Yongfei Zhang, Yunsheng Zhang, Shiyin Qin, Bo Li, Zhihai He:
Delay-Bounded Priority-Driven Resource Allocation for Video Transmission Over Multihop Networks. IEEE Trans. Circuits Syst. Video Technol. 24(7): 1184-1196 (2014) - [c12]Bin Wang, Shiyin Qin:
Multi-robot environment exploration based on label maps building via recognition of frontiers. MFI 2014: 1-9 - 2013
- [j8]Yuhua Fan, Shiyin Qin:
A new method of image classification based on local appearance and context information. Neurocomputing 119: 33-40 (2013) - [j7]Yongfei Zhang, Shiyin Qin, Bo Li, Zhihai He:
Rate-distortion optimized unequal loss protection for video transmission over packet erasure channels. Signal Process. Image Commun. 28(10): 1390-1404 (2013) - [c11]Yajuan Feng, Lina Wang, Shiyin Qin:
A Robust Real-Time Tracking Method of Fast Video Object Based on Gaussian Kernel and Random Projection. IScIDE 2013: 376-384 - [c10]Ming Liu, Jianyu Huang, Ming Gao, Shiyin Qin:
High Performance Super-Resolution Reconstruction of Multiple Images Based on Fast Registration and Edge Enhancement. IScIDE 2013: 649-657 - 2012
- [j6]Lujiang Zhang, Xiaohui Hu, Shiyin Qin:
Word Combination Kernel for Text Categorization. J. Digit. Inf. Manag. 10(3): 202-211 (2012) - [j5]Pipei Huang, Gang Wang, Shiyin Qin:
Boosting for transfer learning from multiple data sources. Pattern Recognit. Lett. 33(5): 568-579 (2012) - [c9]Bingyao Liu, Satinder Singh, Richard L. Lewis, Shiyin Qin:
Optimal rewards in multiagent teams. ICDL-EPIROB 2012: 1-8 - [c8]Yongfei Zhang, Yunsheng Zhang, Shiyin Qin, Zhihai He:
Resource-Distortion Modeling for Video Streaming over Mesh Networks with Priority-Based Packet Scheduling. ICME 2012: 416-421 - [c7]Pipei Huang, Rahul Sawhney, Daniel Walker, Kim Wallen, Aaron F. Bobick, Shiyin Qin, Tucker R. Balch:
Learning a projective mapping to locate animals in video using RFID. IROS 2012: 3830-3836 - 2011
- [j4]Yeguo Sun, Shiyin Qin:
Stability analysis and controller design for networked control systems with random time delay. Int. J. Syst. Sci. 42(3): 359-367 (2011) - [j3]Zhicheng Li, Shiyin Qin, Laurent Itti:
Visual attention guided bit allocation in video compression. Image Vis. Comput. 29(1): 1-14 (2011) - [c6]Wei Hao, Shiyin Qin:
Multi-objective Path Planning for Space Exploration Robot Based on Chaos Immune Particle Swarm Optimization Algorithm. AICI (2) 2011: 42-52 - [c5]Yuhua Fan, Shiyin Qin:
A New Method of Image Classification Based on Local Appearance and Context Information. ICIG 2011: 400-405 - [c4]Yongfei Zhang, Shiyin Qin, Zhihai He:
Transmission Distortion-optimized Unequal Loss Protection for video transmission over packet erasure channels. ICME 2011: 1-6 - [c3]Pipei Huang, Shiyin Qin, Donghuan Lu:
A Novel Approach to Image Assessment by Seeking Unification of Subjective and Objective Criteria Based on Supervised Learning. MIRAGE 2011: 274-285 - 2010
- [j2]Pipei Huang, Gang Wang, Shiyin Qin:
A novel learning approach to multiple tasks based on boosting methodology. Pattern Recognit. Lett. 31(12): 1693-1700 (2010) - [j1]Yongfei Zhang, Shiyin Qin, Zhihai He:
Fine-Granularity Transmission Distortion Modeling for Video Packet Scheduling Over Mesh Networks. IEEE Trans. Multim. 12(1): 1-12 (2010)
2000 – 2009
- 2009
- [c2]Yongfei Zhang, Shiyin Qin, Zhihai He:
Packet-level transmission distortion analysis for video streaming over mesh networks. PCS 2009: 1-4 - 2008
- [c1]Linfeng Shen, Haihui Wang, Shiyin Qin:
An Algorithm of Coupling from the Past with Directional Threshold. ISCSCT (1) 2008: 146-149
Coauthor Index
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