Selected Publications of Guangyu Gao:
Books
[B1] G. Gao and C. H. Liu "Video Summarization: Structure Parsing and Content Extraction", Publisher: CRC Press, , Taylor & Francis Group (2015), Language: English, ISBN-10: 1482235773, ISBN-13: 978-1482235777. link.
Patents
- [New!] Anqi Zhang, Guangyu Gao*, Zhuocheng Lv, Yukun An. “Car or Bus?" CLearSeg: CLIP-enhanced Discrimination among Resembling Classes for Few-Shot Semantic Segmentation. The 30th International Conference on MultiMedia Modeling (MMM), 2023, accepted. (CCF-C类)
- [New!] Sze An Peter Tan, Guangyu Gao*, Jia Zhao. Audio-Visual Segmentation By Leveraging Multi-Scaled Features Learning. The 30th International Conference on MultiMedia Modeling (MMM), 2023, accepted. (CCF-C类)
- Shuang Li, Rui Zhang, Kaixiong Gong, Mixue Xie, Wenxuan Ma, and Guangyu Gao*. “Source-Free Active Domain Adaptation via Augmentation-Based Sample Query and Progressive Model Adaptation”, IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023, SCI 1区.
- Yan Zhang, Guangyu Gao*, Qianxiang Wang, Jing Ge. DecTrans: Person Re-Identification with Mutifaceted Part Features Via Decomposed Transformer. The 6th Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 2023, accepted. (CCF-C类)
- Zekang Zhang, Guangyu Gao*, Jianbo Jiao, Chi Harold Liu, Yunchao Wei. CoinSeg: Contrast Inter- and Intra- Class Representations for Incremental Segmentation. International Conference on Computer Vision (ICCV), 2023, accepted. (CCF-A类)
- Zhiyuan Fang, Guangyu Gao*, Zekang Zhang, Anqi Zhang. Hierarchical Context-Agnostic Network with Contrastive Feature Diversity for One-Shot Semantic Segmentation. Journal of Visual Communication and Image Representation, 2023,90:1-12. (SCI重要期刊)
- Guangyu Gao, Ziming Liu, Guangjun Zhang, Jinyang Li, and A. K. Qin. DANet: Semi-supervised Differentiated Auxiliaries Guided Network for Video Action Recognition. Neural Networks, 2023, 158: 121-131. (SCI重要期刊)
- Guangyu Gao, Zhiyuan Fang, Cen Han, Yunchao Wei, Chi Harold Liu, and Shuicheng Yan. DRNet: Double Recalibration Network for Few-Shot Semantic Segmentation.IEEE Transactions on Image Processing, 2022, 31: 6733-6746. (SCI顶级期刊)
- Zekang Zhang, Guangyu Gao*, Zhiyuan Fang, Jianbo Jiao and Yunchao Wei. Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental Segmentation. NeurIPS 2022. 35, 24340-24353. (CCF-A类)
- Guangyu Gao, Qianxiang Wang, Jing Ge and Yan Zhang. AONet: Attentional Occlusion-aware Network for Occluded Person Re-identification. Proceedings of the Asian Conference on Computer Vision. 2022: 1606-1621. (CCF-B类)
- Tong Wu, Guangyu Gao* et al. Adaptive Spatial-BCE Loss for Weakly Supervised Semantic Segmentation. European Conference on Computer Vision (ECCV 2022): 199-216. (CCF-B类)
- Jing Ge, Qianxiang Wang, Guangyu Gao*. Hardest and Semi-Hard Negative Pairs Mining for Text-based Person Search with Visual-Textual Attention. Multimedia Systems, 2022: 1-13. (SCI重要期刊)
- Guangyu Gao, C. Han, Z. Liu. Perceiving Informative Keypoints: A Self-attention Approach for Person Search. Signal Processing: Image Communication, 2022, 101: 116558. (SCI重要期刊)
- Ziming Liu, Guangyu Gao*, Lin Sun et al. HRDNet: High-resolution Detection Network for Small Objects. IEEE ICME 2021 (CCF B类). Oral Paper.
- Tong Wu, Junshi Huang, Guangyu Gao* et al. Embedded Discriminative Attention Mechanism for Weakly Supervised Semantic Segmentation. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2021: 16765-16774. (CCF A类)
- Ziming Liu, Jinyang Li, Guangyu Gao*, Alex K. Qin. Temporal Memory Network towards Real-time Video Understanding. IEEE ACCESS (SCI). 2020.
- Hao Shen, Defu Lin, Tao Song, Guangyu Gao*. Anti-Distractors: Two-branch Siamese Tracker with both Static and Dynamic Filters for Object Tracking. Multimedia Systems, 2020, 26(6): 631-641.
- Ziming Liu, Guangyu Gao*, Lin Sun, Li Fang. IPG-Net: Image Pyramid Guidance Network for Small Object Detection. the Conference on Computer Vision and Pattern Recognition (CVPR) 2020, Anti-UAV Workshop & Challenge. 2020.
- Our Team with work "Augmented Feature Selected RetinaNet (AFSRNet)" Achieved NO. 2 on "Vision Meets Drone:A Challenge-Task 2: object detection in videos" of ICCV 2019 & the top few for "Task 1: object detection in images".
- Ziming Liu, Guangyu Gao*, A. K. Qin, Tong Wu and Chi Harold liu. Action Recognition with Bootstrapping based Long-range Temporal Context Attention. Proceedings of the 27th ACM International Conference on Multimedia. 2019: 583-591. (CCF A类)
- Guangyu Gao, Liling Liu, Li Wang and Yihang Zhang. Fashion Clothes Matching and Recommendation Scheme Based on Siamese Network and AutoEncoder. Multimedia Systems (SCI). 2019.
- Cen Han, Guangyu Gao* et al. Real-time Small Traffic Sign Detection with Revised Faster-RCNN. Multimedia Tools and Applications (SCI). 2018:1-16.
- Guangyu Gao, Cen Han et al. Optimal Feature Combination Analysis for Crowd Saliency Prediction. Journal of Visual Communication and Image Representation. 50(1):1-8, 2018. pdf
- Gao, Guangyu, Y. Zhang, and S. Du. "Fashion clothes matching scheme learned from fashionista's suggestions in MicroBlog." IEEE International Conference on Multimedia & Expo Workshops, 2017:273-278. pdf
- Tam V. Nguyen, Guangyu Gao. Novel Evaluation Metrics for Seam Carving based Image Retargeting. ICIP 2017. pdf
- Guangyu Gao, Chi Harold Liu, Min Chen, Song Guo and Kin K. Leung. Cloud-based Actor Identification with Batch-Orthogonal Local-Sensitive Hashing and Sparse Representation. IEEE Trans. On Multimedia 2016. pdf
- Guangyu Gao, He Zhang, Hongting Chen. A Robust Video Text Extraction and Recognition Approach using OCR Feedback Information. Pacific-Rim Conference on Multimedia 2015. pdf
- Guangyu Gao, Chenchen Bai, Wei Zheng and Chi Harold Liu. The Future of Smart Dressing Mirror. In the 12th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC 2015).
- Guangyu Gao, Mengdi Xu, Jialie Shen, Huadong Ma and Shuicheng Yan. Cast2Face: Assigning Character Names onto Faces in Movie with Actor-Character Correspondence. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). 2015. pdf
- Jianqiu Ji, Shuicheng Yan, Jianmin Li, Guangyu Gao, Qi Tian and Bo Zhang. Batch-Orthogonal Locality-Sensitive Hashing for Angular Similarity. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). 2014. pdf.
- Chao Xiong, Guangyu Gao(Equal Contribution), Zhengjun Zha, Shuicheng Yan, Huadong Ma, Tae-Kyun Kim. Adaptive Learning for Celebrity Identification with Video Context. IEEE Transactions on Multimedia (TMM). 2014. pdf.
- Tam Nguyen, Mengdi Xu, Guangyu Gao, Mohan Kankanhalli, Qi Tian and Shuicheng Yan. Static Saliency vs. Dynamic Saliency: A Comparative Study. ACM Multimedia Conference 2013 (ACM MM'13).
Books
[B1] G. Gao and C. H. Liu "Video Summarization: Structure Parsing and Content Extraction", Publisher: CRC Press, , Taylor & Francis Group (2015), Language: English, ISBN-10: 1482235773, ISBN-13: 978-1482235777. link.
Patents
- H. Ma; G. Gao; W. Chen; X. Sun, “用于数字视频点播中的视频摘要片断的生成方法” China Patent Office CN101778257A,14 Jul. 2010.
- G. Gao; Chi Liu; et al., “服饰试穿体验方法、系统及设备” China Patent Office No. 201510398695.8,Jul. 2018.
- C. Liu, Z. Zhang, G. Ding, G. Gao, “一种待推荐对象的确定方法及装置” China Patent Office No. 201510398896.8,Jul. 2015.
- G. Gao; Chi Liu; “一种虚拟场景显示方法、装置及系统” China Patent Office No. 2016104647096, June, 2019.
- G. Gao; Chi Liu; “一种用于现代分布式微服务架构的通信方法与系统” China Patent Office No. 202010021626.2, Aug., 2021.
- G. Gao; Chi Liu; “一种导盲方法、装置及系统” China Patent Office No. 202010108893.7, Sep., 2021.