Dr. Liang Wan received her B.Eng and M.Eng degrees in Computer Science and Engineering from Northwestern Polytechnical University, P.R. China, in 2000 and 2003, respectively. She obtained a Ph.D. degree in Computer Science and Engineering from The Chinese University of Hong Kong in 2007. She has worked as a postdoctoral researcher at the department of Electronic Engineering, City University of Hong Kong from Sept. 2007 to Jan. 2011. Afterwards, she joined School of Computer Software, Tianjin University, P. R. China. She is currently an Associate Professor. Her research interest is mainly on panoramic image processing, image-based navigation, pre-computed lighting, computer graphics and computer vision.
Interests
- Computer Vision
- Machine Learning
Education
PostDoctoral Researcher, 2011
Chinese University of Hong Kong
PhD, 2007
Chinese University of Hong Kong
M.Eng., 2003
Northwestern Polytechnical University
B.Eng., 2016
Northwestern Polytechnical University
Latest
- DSU-Net: Distraction-Sensitive U-Net for 3D lung tumor segmentation (Eng. Appl. Artif. Intell., 2022)
- A Knowledge-based Deep Heterogeneous Graph Matching Model for Multimodal RecipeQA (Proceedings of the ISWC 2021 Posters, 2021)
- From Synthetic to Real: Image Dehazing Collaborating with Unlabeled Real Data (MM '21: ACM Multimedia Conference, 2021)
- Nutrient Status Diagnosis of Infield Oilseed Rape via Deep Learning-Enabled Dynamic Model (IEEE Trans. Ind. Informatics, 2021)
- POT: A Dataset of Panoramic Object Tracking (PRCV 2021, 2021)
- Residual error based knowledge distillation (Neurocomputing, 2021)
- RNN-Transducer based Chinese Sign Language Recognition (Neurocomputing, 2021)
- STAN: Adversarial Network for Cross-domain Question Difficulty Prediction (ICDM 2021, 2021)
- Structural Knowledge Distillation for Efficient Skeleton-Based Action Recognition (IEEE Trans. Image Process., 2021)
- Triple-Cooperative Video Shadow Detection (CVPR 2021, 2021)
- Unmanned aerial vehicle-based field phenotyping of crop biomass using growth traits retrieved from PROSAIL model (Comput. Electron. Agric., 2021)
- A Bi-Directional, Zero-Latency Adaptive Clocking Circuit in a 28-nm Wide AVFS System (IEEE J. Solid State Circuits, 2020)
- A Multi-Task Mean Teacher for Semi-Supervised Shadow Detection (2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020)
- A Second-Order Subregion Pooling Network for Breast Lesion Segmentation in Ultrasound (Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, 2020)
- Complementary-View Co-Interest Person Detection (MM '20: The 28th ACM International Conference on Multimedia, 2020)
- Complementary-View Multiple Human Tracking (AAAI 2020, 2020)
- Human Identification and Interaction Detection in Cross-View Multi-Person Videos with Wearable Cameras (MM '20: The 28th ACM International Conference on Multimedia, 2020)
- Key Action and Joint CTC-Attention based Sign Language Recognition (2020 IEEE International Conference on Acoustics, 2020)
- Pilot Attack Identification and Elimination in Airborne Massive MIMO Systems by Exploiting the Sparse Structures of Channel (2020 International Conference on Wireless Communications and Signal Processing (WCSP), 2020)
- Selective Spatial Regularization by Reinforcement Learned Decision Making for Object Tracking (IEEE Trans. Image Process., 2020)
- An Effective Hybrid Genetic Algorithm and Variable Neighborhood Search for Integrated Process Planning and Scheduling in a Packaging Machine Workshop (IEEE Trans. Syst. Man Cybern. Syst., 2019)
- Color Calibration of Proximal Sensing RGB Images of Oilseed Rape Canopy via Deep Learning Combined with K-Means Algorithm (Remote. Sens., 2019)
- Demonstrability of Narrowband Internet of Things technology in advanced metering infrastructure (EURASIP J. Wirel. Commun. Netw., 2019)
- Fine-tuning convolutional neural network with transfer learning for semantic segmentation of ground-level oilseed rape images in a field with high weed pressure (Comput. Electron. Agric., 2019)
- Woodblock image decomposition of Chinese new year paintings (Multim. Tools Appl., 2019)
- A Low Overhead, Within-a-Cycle Adaptive Clock Stretching Circuit With Wide Operating Range in 40-nm CMOS (IEEE Trans. Circuits Syst. II Express Briefs, 2018)
- A Low-Overhead Timing Monitoring Technique for Variation-Tolerant Near-Threshold Digital Integrated Circuits (IEEE Access, 2018)
- Active Recurrence of Lighting Condition for Fine-Grained Change Detection (IJCAI 2018, 2018)
- Background-Suppressed Correlation Filters for Visual Tracking (2018 IEEE International Conference on Multimedia and Expo, 2018)
- Combining UAV-Based Vegetation Indices and Image Classification to Estimate Flower Number in Oilseed Rape (Remote. Sens., 2018)
- Development and Testing of an Integrated Rotating Dynamometer Based on Fiber Bragg Grating for Four-Component Cutting Force Measurement (Sensors, 2018)
- Low-Power Wide Area Networks: Changes for Smart Grid (and Systems - Proceedings of the 2018 CSPS, 2018)
- Multiscale blur detection by learning discriminative deep features (Neurocomputing, 2018)
- Packing Vertex Data into Hardware-Decompressible Textures (IEEE Trans. Vis. Comput. Graph., 2018)
- Scribble-based gradient mesh recoloring (Multim. Tools Appl., 2018)
- Spherical Superpixel Segmentation (IEEE Trans. Multim., 2018)
- Spherical Superpixels: Benchmark and Evaluation (Computer Vision - ACCV 2018 - 14th Asian Conference on Computer Vision, 2018)
- Automatically unrolling decorations painted on 3D pottery (CGI 2017, 2017)
- Exploiting DTN Routing Algorithms Under Resource Constraints (SINC 2017, 2017)
- Learning Dynamic Siamese Network for Visual Object Tracking (ICCV 2017, 2017)
- Learning to Detect Fine-Grained Change Under Variant Imaging Conditions (2017 IEEE International Conference on Computer Vision Workshops, 2017)
- Selective object and context tracking (2017 IEEE International Conference on Acoustics, 2017)
- Photometric ambient occlusion from sparsely sampled illuminations (2016 IEEE International Conference on Multimedia & Expo Workshops, 2016)
- Spherical superpixel segmentation (ICME 2016, 2016)
- Tone-Mapped Mean-Shift Based Environment Map Sampling (IEEE Trans. Vis. Comput. Graph., 2016)
- Fine-Grained Change Detection of Misaligned Scenes with Varied Illuminations (2015 IEEE International Conference on Computer Vision, 2015)
- SPHORB: A Fast and Robust Binary Feature on the Sphere (Int. J. Comput. Vis., 2015)
- High dynamic environment sequence sampling (VRCAI 2014, 2014)
- Intrinsic image decomposition by hierarchical L0 sparsity (ICME 2014, 2014)
- L0 co-intrinsic images decomposition (ICME 2014, 2014)
- A spectral-multiplicity-tolerant approach to robust graph matching (Pattern Recognit., 2013)
- Cube2Video: Navigate Between Cubic Panoramas in Real-Time (IEEE Trans. Multim., 2013)
- Image co-saliency detection by propagating superpixel affinities (ICASSP 2013, 2013)
- Maximum Cohesive Grid of Superpixels for Fast Object Localization (2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013)
- Measuring semantic similarity by contextualword connections in Chinese news story segmentation (ICASSP 2013, 2013)
- Lexical Story Co-Segmentation of Chinese Broadcast News (INTERSPEECH 2012, 2012)
- Scalable image co-segmentation using color and covariance features (ICPR 2012, 2012)
- Perceptual image preview (Multim. Syst., 2008)