Guangyu Gao

Research output

Research output per year 2009 2014 2019 2020 2022 2023 2024 2024

• 25 Conference contribution
• 22 Article
• 1 Book
• 1 Conference article

Research output per year

Research output per year

Search results

• 2024

  Audio-Visual Segmentation by Leveraging Multi-scaled Features Learning

  Tan, S. A. P., Gao, G. & Zhao, J., 2024, MultiMedia Modeling - 30th International Conference, MMM 2024, Proceedings. Rudinac, S., Worring, M., Liem, C., Hanjalic, A., Jónsson, B. P., Yamakata, Y. & Liu, B. (eds.). Springer Science and Business Media Deutschland GmbH, p. 156-169 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14555 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Representation Learning 100%
  • Data Augmentation 100%
  • Transfer Learning 100%
  • Feature Fusion 100%
  • Residual Neural Network 100%

• DecTrans: Person Re-identification with Multifaceted Part Features via Decomposed Transformer

  Zhang, Y., Gao, G., Wang, Q. & Ge, J., 2024, Pattern Recognition and Computer Vision - 6th Chinese Conference, PRCV 2023, Proceedings. Liu, Q., Wang, H., Ji, R., Ma, Z., Zheng, W., Zha, H., Chen, X. & Wang, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 29-42 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14436 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Tasks 100%
  • Similarities 100%
  • Level Feature 100%
  • Pose Estimation 100%
  • Person Re-Identification 100%

• “Car or Bus?" CLearSeg: CLIP-Enhanced Discrimination Among Resembling Classes for Few-Shot Semantic Segmentation

  Zhang, A., Gao, G., Lv, Z. & An, Y., 2024, MultiMedia Modeling - 30th International Conference, MMM 2024, Proceedings. Rudinac, S., Worring, M., Liem, C., Hanjalic, A., Jónsson, B. P., Yamakata, Y. & Liu, B. (eds.). Springer Science and Business Media Deutschland GmbH, p. 172-186 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14554 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Image Segmentation 100%
  • Level Feature 100%
  • Level Correlation 33%
• 2023

  AONet: Attentional Occlusion-Aware Network for Occluded Person Re-identification

  Gao, G., Wang, Q., Ge, J. & Zhang, Y., 2023, Computer Vision – ACCV 2022 - 16th Asian Conference on Computer Vision, Proceedings. Wang, L., Gall, J., Chin, T.-J., Sato, I. & Chellappa, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 21-36 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13845 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Person Re-Identification 100%
  • local feature 75%
  • Image Segmentation 25%
  • Annotation 25%
  • Pose Estimation 25%
  1 Citation (Scopus)

• ARNets: Action Recurrent Networks for Human Action Recognition

  Zhang, G., Cai, X., Gao, G., Yan, Z., Shu, L. & Hu, Z., 6 Jan 2023, ICIGP 2023 - Proceedings of the 6th International Conference on Image and Graphics Processing. Association for Computing Machinery, p. 8-15 8 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Recurrent Neural Network 100%
  • human action recognition 100%
  • Recurrent Network 100%
  • Convolutional Neural Network 42%
  • Machine Learning 14%

• Attention-enhanced Relation Network for Few-shot Image Classification

  Li, J., Tong, J., Gao, G. & Xu, W., 6 Jan 2023, ICIGP 2023 - Proceedings of the 6th International Conference on Image and Graphics Processing. Association for Computing Machinery, p. 197-203 7 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Receptive Field 100%
  • Attention (Machine Learning) 100%
  • Experimental Result 100%
  • Convolutional Neural Network 100%
  • Image Classification 100%
  1 Citation (Scopus)

• CoinSeg: Contrast Inter- and Intra- Class Representations for Incremental Segmentation

  Zhang, Z., Gao, G., Jiao, J., Liu, C. H. & Wei, Y., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. Institute of Electrical and Electronics Engineers Inc., p. 843-853 11 p. (Proceedings of the IEEE International Conference on Computer Vision).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Image Segmentation 100%
  • Discriminative Feature 100%
  • Gaussian Mixture Model 100%
  • Level Consistency 100%
  • Class Distribution 100%
  6 Citations (Scopus)
• 2022

  Adaptive Spatial-BCE Loss for Weakly Supervised Semantic Segmentation

  Wu, T., Gao, G., Huang, J., Wei, X., Wei, X. & Liu, C. H., 2022, Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 199-216 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13689 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Image Segmentation 100%
  • Weakly-Supervised Semantic Segmentation 100%
  • State of the Art 100%
  • Volatile Organic Compound 100%
  • New-State 33%
  13 Citations (Scopus)

• Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental Segmentation

  Zhang, Z., Gao, G., Fang, Z., Jiao, J. & Wei, Y., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Image Segmentation 100%
  • Feature Space 100%
  • Image Classification 100%
  • Background Class 100%
  • Effective Method 100%
  19 Citations (Scopus)

• RPViT: Vision Transformer Based on Region Proposal

  Ge, J., Wang, Q., Tong, J. & Gao, G., 7 Jan 2022, ICIGP 2022 - Proceedings of the 2022 5th International Conference on Image and Graphics Processing. Association for Computing Machinery, p. 220-225 6 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Convolutional Neural Network 100%
  • Scale Feature 100%
  • Bilinear Interpolation 100%
  • Orthogonalization 100%
• 2021

  Embedded discriminative attention mechanism for weakly supervised semantic segmentation

  Wu, T., Huang, J., Gao, G., Wei, X., Wei, X., Luo, X. & Liu, C. H., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 16760-16769 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Weakly-Supervised Semantic Segmentation 100%
  104 Citations (Scopus)

• HRDNET: HIGH-RESOLUTION DETECTION NETWORK FOR SMALL OBJECTS

  Liu, Z., Gao, G., Sun, L. & Fang, Z., 2021, 2021 IEEE International Conference on Multimedia and Expo, ICME 2021. IEEE Computer Society, (Proceedings - IEEE International Conference on Multimedia and Expo).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Object Detection 100%
  • Computation Cost 50%
  • Computational Cost 50%
  • Resolution Image 50%
  • Positional Information 50%
  100 Citations (Scopus)
• 2020

  IPG-net: Image pyramid guidance network for small object detection

  Liu, Z., Gao, G., Sun, L. & Fang, L., Jun 2020, Proceedings - 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2020. IEEE Computer Society, p. 4422-4430 9 p. 9150713. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2020-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Object Detection 100%
  • Spatial Information 100%
  • Convolutional Neural Network 25%
  • Semantic Concept 25%
  53 Citations (Scopus)

• VisDrone-DET2020: The Vision Meets Drone Object Detection in Image Challenge Results

  Du, D., Wen, L., Zhu, P., Fan, H., Hu, Q., Ling, H., Shah, M., Pan, J., Axenopoulos, A., Schumann, A., Psaltis, A., Jain, A., Dong, B., Li, C., Chen, C., Duan, C., Zhang, C., Stadler, D., Pailla, D. R. & Yin, D. & 63 others, Khan, F., Meng, F., Gao, G., Zhang, G., Chen, H., Zhou, H., Xie, H., Qiu, H., Li, H., Athanasiadis, I., Cui, J., Zhou, J., Ko, J., Lee, J., Yu, J., Yoo, J., Sommer, L. W., Xiong, L., Schleiss, M., Yang, M. H., Liu, M., Zhang, M., Mandal, M., Daras, P., Narang, P., Liu, Q., Shi, Q., Lin, Q., Ramaprasad, R., Wang, S., Mehta, S., Li, S., Huang, S., Moon, S., Zhao, T., Sun, T., Guo, W., Tian, W., Qin, W., Yu, W., Lin, W., Zhao, X., Jia, X., He, X., Zhao, X., Liu, X., Ding, Y., Luo, Y., Xiao, Y., Wang, Y., Liu, Y., Kim, Y., Sun, Y., Yao, Y., Huang, Y., Gong, Z., Xu, Z., Luo, Z., Cao, Z., Wei, Z., Fan, Z., Song, Z. & Liu, Z., 2020, Computer Vision – ECCV 2020 Workshops, Proceedings. Bartoli, A. & Fusiello, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 692-712 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12538 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Object Detection 100%
  • Drone 100%
  • Object Detector 66%
  • Experimental Result 33%
  • Detection Method 33%
  17 Citations (Scopus)
• 2019

  Action recognition with bootstrapping based long-range temporal context attention

  Liu, Z., Gao, G., Qin, A. K., Wu, T. & Liu, C. H., 15 Oct 2019, MM 2019 - Proceedings of the 27th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 583-591 9 p. (MM 2019 - Proceedings of the 27th ACM International Conference on Multimedia).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Action Recognition 100%
  • Temporal Context 100%
  • Video Sequences 40%
  • Sampling Frame 40%
  • Self-Attention Mechanism 20%
  7 Citations (Scopus)

• VisDrone-DET2019: The vision meets drone object detection in image challenge results

  Du, D., Zhu, P., Wen, L., Bian, X., Ling, H., Hu, Q., Peng, T., Zheng, J., Wang, X., Zhang, Y., Bo, L., Shi, H., Zhu, R., Kumar, A., Li, A., Zinollayev, A., Askergaliyev, A., Schumann, A., Mao, B. & Lee, B. & 82 others, Liu, C., Chen, C., Pan, C., Huo, C., Yu, D., Cong, D., Zeng, D., Pailla, D. R., Li, D., Wang, D., Cho, D., Zhang, D., Bai, F., Jose, G., Gao, G., Liu, G., Xiong, H., Qi, H., Wang, H., Qiu, H., Li, H., Lu, H., Kim, I., Kim, J., Shen, J., Lee, J., Ge, J., Xu, J., Zhou, J., Meier, J., Choi, J. W., Hu, J., Zhang, J., Huang, J., Huang, K., Wang, K., Sommer, L., Jin, L., Zhang, L., Huang, L., Sun, L., Steinmann, L., Jia, M., Xu, N., Zhang, P., Chen, Q., Lv, Q., Liu, Q., Cheng, Q., Chennamsetty, S. S., Chen, S., Wei, S., Kruthiventi, S. S. S., Hong, S., Kang, S., Wu, T., Feng, T., Kollerathu, V. A., Li, W., Dai, W., Qin, W., Wang, W., Wang, X., Chen, X., Chen, X., Sun, X., Zhang, X., Zhao, X., Zhang, X., Zhang, X., Chen, X., Wei, X., Zhang, X., Li, Y., Chen, Y., Toh, Y. H., Zhu, Y., Zhong, Y., Wang, Z., Wang, Z., Song, Z. & Liu, Z., Oct 2019, Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019. Institute of Electrical and Electronics Engineers Inc., p. 213-226 14 p. 9021986. (Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • State of the Art 100%
  • Computer Vision 100%
  • Data Understanding 33%
  363 Citations (Scopus)

• VisDrone-VID2019: The vision meets drone object detection in video challenge results

  Zhu, P., Du, D., Wen, L., Bian, X., Ling, H., Hu, Q., Peng, T., Zheng, J., Wang, X., Zhang, Y., Bo, L., Shi, H., Zhu, R., Dong, B., Pailla, D. R., Ni, F., Gao, G., Liu, G., Xiong, H. & Ge, J. & 28 others, Zhou, J., Hu, J., Sun, L., Chen, L., Lauer, M., Liu, Q., Chennamsetty, S. S., Sun, T., Wu, T., Kollerathu, V. A., Tian, W., Qin, W., Chen, X., Zhao, X., Lian, Y., Wu, Y., Li, Y., Li, Y., Wang, Y., Song, Y., Yao, Y., Zhang, Y., Pi, Z., Chen, Z., Xu, Z., Xiao, Z., Luo, Z. & Liu, Z., Oct 2019, Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019. Institute of Electrical and Electronics Engineers Inc., p. 227-235 9 p. 9021972. (Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Short Description 100%
  62 Citations (Scopus)
• 2017

  A Novel Audio-Oriented Learning Strategies for Character Recognition

  Lu, C. & Gao, G., 1 Jun 2017, Proceedings - 2016 International Conference on Virtual Reality and Visualization, ICVRV 2016. Ding, D., Wang, D., Chen, J. & Luo, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 459-464 6 p. 7938239. (Proceedings - 2016 International Conference on Virtual Reality and Visualization, ICVRV 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Character Recognition 100%
  • Visual Appearance 66%
  • Gabor feature 66%
  • Experimental Result 33%
  • Support Vector Machine 33%

• Novel evaluation metrics for seam carving based image retargeting

  Nguyen, T. V. & Gao, G., 2 Jul 2017, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. IEEE Computer Society, p. 450-454 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2017-September).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Evaluation Metric 100%
  • Dataset Object 33%
  • Recognizability 33%
  3 Citations (Scopus)
• 2016

  Crowd saliency prediction with optimal feature combinations

  Ma, K., Gao, G., Ding, G., Liu, C. H. & Liu, E., 21 Nov 2016, 2016 8th International Conference on Wireless Communications and Signal Processing, WCSP 2016. Institute of Electrical and Electronics Engineers Inc., 7752552. (2016 8th International Conference on Wireless Communications and Signal Processing, WCSP 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Random Decision Forest 100%
  • Classifier 50%
  • Visual Informations 50%
  • Research Effort 50%
  2 Citations (Scopus)
• 2015

  Personalized video recommendations with both historical and new items

  Zhang, Z., Huang, Z., Gao, G. & Liu, C. H., 2015, Cloud Computing - 5th International Conference, CloudComp 2014, Revised Selected Papers. Lai, R. X., Leung, V. C. M., Chen, M. & Wan, J. (eds.). Springer Verlag, p. 29-42 14 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 142).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Recommender Systems 100%
  • Preference Model 100%
  • Internet Traffic 100%
• 2013

  Static saliency vs. Dynamic saliency: A comparative study

  Nguyen, T. V., Xu, M., Gao, G., Kankanhalli, M., Tian, Q. & Yan, S., 2013, MM 2013 - Proceedings of the 2013 ACM Multimedia Conference. p. 987-996 10 p. (MM 2013 - Proceedings of the 2013 ACM Multimedia Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Multimedia 100%
  • Computer Vision 100%
  59 Citations (Scopus)
• 2012

  Multi-modality movie scene detection using Kernel Canonical Correlation Analysis

  Gao, G. & Ma, H., 2012, ICPR 2012 - 21st International Conference on Pattern Recognition. p. 3074-3077 4 p. 6460814. (Proceedings - International Conference on Pattern Recognition).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Correlation Analysis 100%
  • Multimodality 100%
  • Dynamic Environment 50%
  • Open Environment 50%
  • Similarity Graph 50%
  6 Citations (Scopus)
• 2011

  Accelerating Shot Boundary Detection by reducing spatial and temporal redundant information

  Gao, G. & Ma, H., 2011, Electronic Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, ICME 2011. 6011860. (Proceedings - IEEE International Conference on Multimedia and Expo).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Boundary Detection 100%
  • Detection Process 42%
  • Computation Cost 14%
  • Detection Method 14%
  • Video Processing 14%
  8 Citations (Scopus)
• 2009

  An effective audio-visual information based framework for extracting highlights in basketball games

  Gao, G., Ma, H. & Zhang, H., 2009, Advances in Multimedia Information Processing - PCM 2009 - 10th Pacific Rim Conference on Multimedia, Proceedings. p. 767-776 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5879 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Experimental Result 100%
  • Visual Informations 100%
  • Visual Feature 100%