Qian Lin

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 34

Top Topics

Convolutional Neural Networks

Facial Landmark Localization

Top Venues

Imaging and Multimedia Analytics at the Edge

ACM Trans. Embed. Comput. Syst.

Publications

Vikash Sathiamoorthy, Shuo Huai, Hao Kong, Di Liu, Wendy Yong Yi Loy, Christian Makaya, Daren Ho, Ravi Subramaniam, Qian Lin, Weichen Liu
FedTR: Federated Learning Framework with Transfer Learning for Industrial Visual Inspection. ACM Great Lakes Symposium on VLSI (2024)
Shuo Huai, Hao Kong, Shiqing Li, Xiangzhong Luo, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu
EvoLP: Self-Evolving Latency Predictor for Model Compression in Real-Time Edge Systems. IEEE Embed. Syst. Lett. 16 (2) (2024)
Weichen Xu, Yezhi Shen, Qian Lin, Jan P. Allebach, Fengqing Zhu
Exploiting Temporal Information in Real-time Portrait Video Segmentation. HCMA@MM (2023)
Justin Yang, Xiaoyu Ji, Jishang Wei, Yvonne Huang, Shibo Zhang, Qian Lin, Jan P. Allebach, Fengqing Zhu
VR Facial Expression Tracking Using Locally Linear Embedding. ICME Workshops (2023)
Xiaoyu Ji, Justin Yang, Jishang Wei, Yvonne Huang, Shibo Zhang, Qian Lin, Jan P. Allebach, Fengqing Zhu
Classifier Guided Domain Adaptation for VR Facial Expression Tracking. ICME Workshops (2023)
Yezhi Shen, Weichen Xu, Qian Lin, Jan P. Allebach, Fengqing Zhu
Depth assisted portrait video background blurring. Imaging and Multimedia Analytics at the Edge (2023)
Shuo Huai, Hao Kong, Xiangzhong Luo, Shiqing Li, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu
CRIMP: Compact & Reliable DNN Inference on In-Memory Processing via Crossbar-Aligned Compression and Non-ideality Adaptation. ACM Trans. Embed. Comput. Syst. 22 (5s) (2023)
Yezhi Shen, Weichen Xu, Qian Lin, Jan P. Allebach, Fengqing Zhu
Real-Time End-to-End Portrait and In-Hand Object Segmentation with Background Fusion. ICME Workshops (2023)
Shuo Huai, Hao Kong, Xiangzhong Luo, Di Liu, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu
On Hardware-Aware Design and Optimization of Edge Intelligence. IEEE Des. Test 40 (6) (2023)
Hao Kong, Di Liu, Shuo Huai, Xiangzhong Luo, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu
EdgeCompress: Coupling Multidimensional Model Compression and Dynamic Inference for EdgeAI. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (12) (2023)
Yuning Huang, Tianqi Wang, Qian Lin, Jan P. Allebach, Fengqing Zhu
Efficient Joint Video Denoising and Super-Resolution. ICIP (2023)
Hao Kong, Di Liu, Xiangzhong Luo, Shuo Huai, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu
Towards Efficient Convolutional Neural Network for Embedded Hardware via Multi-Dimensional Pruning. DAC (2023)
Weichen Xu, Yezhi Shen, Qian Lin, Jan P. Allebach, Fengqing Zhu
Efficient real-time portrait video segmentation with temporal guidance. Imaging and Multimedia Analytics at the Edge (2022)
Xiaoyu Ji, Justin Yang, Jishang Wei, Yvonne Huang, Qian Lin, Jan P. Allebach, Fengqing Zhu
VR facial expression tracking via action unit intensity regression model. Imaging and Multimedia Analytics at the Edge (2022)
Shuo Huai, Di Liu, Hao Kong, Xiangzhong Luo, Weichen Liu, Ravi Subramaniam, Christian Makaya, Qian Lin
Collate: Collaborative Neural Network Learning for Latency-Critical Edge Systems. ICCD (2022)
Tianqi Guo, Qian Lin, Jan P. Allebach
Remote estimation of respiration rate by optical flow using convolutional neural networks. IMAWM (2021)
Fan Bu, Qian Lin, Jan P. Allebach
Bed Exit Detection Network (BED Net) for Patients Bed-Exit Monitoring Based on Color Camera Images. IMAWM (2021)
Yang Cheng, Qian Lin, Jan P. Allebach
Robust Real-Time Heart Rate Measurement from Face Videos. IMAWM (2021)
Deangeli Neves, Guilherme A. S. Megeto, Augusto C. Valente, Qian Lin
Industrial defect detection by comparison with reference 3D CAD model. IMAWM (2021)
Xiaoyu Xiang, Yang Cheng, Shaoyuan Xu, Qian Lin, Jan P. Allebach
The Blessing and the Curse of the Noise behind Facial Landmark Annotations. IMAWM (2020)
Jianhang Chen, Qian Lin, Jan P. Allebach
Deep Learning for Printed Mottle Defect Grading. IMAWM (2020)
Ruiyi Mao, Qian Lin, Jan P. Allebach
A Local-Global Aggregate Network for Facial Landmark Localization. IMAWM (2020)
Karthick Shankar, Qian Lin, Jan P. Allebach
Identification of utility images on a mobile device. IMAWM (2020)
Jianhang Chen, Daniel Mas Montserrat, Qian Lin, Edward J. Delp, Jan P. Allebach
Extra FAT: A Photorealistic Dataset for 6D Object Pose Estimation. IMAWM (2020)
Xiaoyu Xiang, Yang Cheng, Jianhang Chen, Qian Lin, Jan P. Allebach
Semi-supervised Multi-task Network For Image Aesthetic Assessment. IMAWM (2020)
Shaoyuan Xu, Yang Cheng, Qian Lin, Jan P. Allebach
Emotion Recognition Using Convolutional Neural Networks. IMAWM (2019)
Tongyang Liu, Xiaoyu Xiang, Qian Lin, Jan P. Allebach
Face Set Recognition. IMAWM (2019)
Augusto C. Valente, Fábio V. M. Perez, Guilherme A. S. Megeto, Marcos H. Cascone, Otavio Gomes, Thomas S. Paula, Qian Lin
Comparison of texture retrieval techniques using deep convolutional features. IMAWM (2019)
Daniel Mas Montserrat, Qian Lin, Jan P. Allebach, Edward J. Delp
Logo detection and recognition with synthetic images. IMAWM (2018)
David Joon Ho, Qian Lin
Person Segmentation Using Convolutional Neural Networks With Dilated Convolutions. IMAWM (2018)
Ruiyi Mao, Qian Lin, Jan P. Allebach
Robust Convolutional Neural Network Cascade for Facial Landmark Localization Exploiting Training Data Augmentation. IMAWM (2018)
Ming Chen, Qian Lin, Jan P. Allebach, Fengqing Zhu
Robust Person Recognition using CNN. IMAWM (2017)
Daniel Mas Montserrat, Qian Lin, Jan P. Allebach, Edward J. Delp
Training Object Detection And Recognition CNN Models Using Data Augmentation. IMAWM (2017)
Qian Lin, Carlos Ceja Limon, Meichun Hsu, Yongqiang Mou, Min Xu
Face Search in a Big Data System. IMAWM (2016)
Lu Zhang, Jan P. Allebach, Qian Lin, Xianwang Wang
Resolution-adaptive face alignment with head pose correction. IMAWM (2015)
Shao-Fu Xue, Henry Tang, Daniel Tretter, Qian Lin, Jan P. Allebach
Automatic photobook: focusing on image selection and image layout based on content and composition. Imaging and Printing in a Web 2.0 World (2013)
Hao Tang, Daniel Tretter, Qian Lin
Content-aware automatic cropping for consumer photos. Imaging and Printing in a Web 2.0 World (2013)
Ali Jahanian, Jerry Liu, Qian Lin, Daniel R. Tretter, Eamonn O'Brien-Strain, Seungyon Claire Lee, Nic Lyons, Jan P. Allebach
Automatic design of colors for magazine covers. Imaging and Printing in a Web 2.0 World (2013)
Aziza Satkhozhina, Ildus Ahmadullin, Jan P. Allebach, Qian Lin, Jerry Liu, Daniel Tretter, Eamonn O'Brien-Strain, Andrew Hunter
Non-Manhattan layout extraction algorithm. Imaging and Printing in a Web 2.0 World (2013)
Hua Zhang, Zhen Liu, Yue Yuan, Jiaguo Liao, Qian Lin, Jerry Liu
HP Smart Print. Imaging and Printing in a Web 2.0 World (2012)
Shao-Fu Xue, Qian Lin, Daniel R. Tretter, Seungyon Claire Lee, Zygmunt Pizlo, Jan P. Allebach
Investigation of the role of aesthetics in differentiating between photographs taken by amateur and professional photographers. Imaging and Printing in a Web 2.0 World (2012)
Hua Zhang, Xiaowei Wu, Yu Zhang, Can Zheng, Jerry Liu, Qian Lin
A URL shortener for mobile web consumption. Imaging and Printing in a Web 2.0 World (2012)
Ali Jahanian, Jerry Liu, Daniel R. Tretter, Qian Lin, Niranjan Damera-Venkata, Eamonn O'Brien-Strain, Seungyon Claire Lee, Jian Fan, Jan P. Allebach
Automatic design of magazine covers. Imaging and Printing in a Web 2.0 World (2012)
Yuan Lin, Qian Lin, Feng Tang, Liang Tang, Suk Hwan Lim, Shengjin Wang
Creating 3D realistic head: from two orthogonal photos to multiview face contents. Imaging and Printing in a Web 2.0 World (2011)
Eamonn O'Brien-Strain, Andrew Hunter, Jerry Liu, Qian Lin, Daniel Tretter, Jiayan Wang, Xuemei Zhang, Peng Wu
Book Widget: embedding automated photo-document publication on the web and in mobile devices. Imaging and Printing in a Web 2.0 World (2011)
Ildus Ahmadullin, Jian Fan, Niranjan Damera-Venkata, Suk Hwan Lim, Qian Lin, Jerry Liu, Sam Liu, Eamonn O'Brien-Strain, Jan P. Allebach
Document similarity measures and document browsing. Imaging and Printing in a Web 2.0 World (2011)
Maria V. Ortiz Segovia, Niranjan Damera-Venkata, Eamonn O'Brien-Strain, Jian Fan, Suk Hwan Lim, Sam Liu, Jerry Liu, Qian Lin, Jan P. Allebach
Aesthetic role of transparency and layering in the creation of photo layouts. Imaging and Printing in a Web 2.0 World (2011)