Dr Qian Zhang

Research output

Research output per year 2012 2018 2019 2021 2022 2022

• 22 Conference contribution
• 12 Article
• 1 Patent

Research output per year

Research output per year

Search results

• 2022

  ICAF: Iterative Contrastive Alignment Framework for Multimodal Abstractive Summarization

  Zhang, Z., Shu, C., Chen, Y., Xiao, J., Zhang, Q. & Zheng, L., 2022, 2022 International Joint Conference on Neural Networks, IJCNN 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; vol. 2022-July).

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

  • Electric fuses 100%
  • Computer vision 81%
  • Fusion reactions 77%
  • Semantics 66%
  • Experiments 34%
  1 Citation (Scopus)

• SPATIAL-CONTEXT-AWARE DEEP NEURAL NETWORK FOR MULTI-CLASS IMAGE CLASSIFICATION

  Zhang, J., Zhang, Q., Ren, J., Zhao, Y. & Liu, J., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1960-1964 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).

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

  • Image classification 100%
  • Deep neural networks 91%
  • Labels 79%
  • Semantics 25%
  • Volatile organic compounds 22%
• 2021

  A size adaptive neural network for nucleus segmentation

  Shu, J., Gao, Q., Guan, Y. & Zhang, Q., 26 Feb 2021, 2021 5th International Conference on Digital Signal Processing, ICDSP 2021. Association for Computing Machinery, p. 315-319 5 p. (ACM International Conference Proceeding Series).

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

  • Convolutional neural networks 100%
  • Neural networks 66%
• 2019

  Capsule based image synthesis for interior design effect rendering

  Yang, F., Lu, Z., Qiu, G., Lin, J. & Zhang, Q., 2019, Computer Vision – ACCV 2018 - 14th Asian Conference on Computer Vision, Revised Selected Papers. Jawahar, C. V., Mori, G., Li, H. & Schindler, K. (eds.). Springer Verlag, p. 183-198 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11365 LNCS).

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

  • Design Effect 100%
  • Rendering 79%
  • Synthesis 57%
  • Discriminators 53%
  • Interior 52%
  2 Citations (Scopus)

• Combing colour detection and neural networks for gland detection

  Shu, J., Lei, J., Gao, Q. & Zhang, Q., 16 Aug 2019, 2019 2nd International Conference on Artificial Intelligence and Pattern Recognition, AIPR 2019. Association for Computing Machinery, p. 33-36 4 p. (ACM International Conference Proceeding Series).

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

  • Histology 100%
  • Color 97%
  • Neural networks 82%
  • Pixels 25%
  1 Citation (Scopus)

• FrameRank: A text processing approach to video summarization

  Lei, Z., Zhang, C., Zhang, Q. & Qiu, G., Jul 2019, Proceedings - 2019 IEEE International Conference on Multimedia and Expo, ICME 2019. IEEE Computer Society, p. 368-373 6 p. 8785002. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2019-July).

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

  • Text processing 100%
  • Large dataset 87%
  • Semantics 54%
  7 Citations (Scopus)

• Learning Spatial-Aware Cross-View Embeddings for Ground-to-Aerial Geolocalization

  Cao, R., Zhu, J., Li, Q., Zhang, Q., Li, Q., Liu, B. & Qiu, G., 2019, Image and Graphics - 10th International Conference, ICIG 2019, Proceedings, Part 1. Zhao, Y., Lin, C., Barnes, N., Chen, B., Westermann, R. & Kong, X. (eds.). Springer, p. 57-67 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11901 LNCS).

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

  • Antenna grounds 100%
  • Aerial Image 82%
  • Learning 81%
  • Global positioning system 77%
  • Transformer 59%
  1 Citation (Scopus)

• New benchmark datasets and a character identification system on TV series

  Lei, Z., Zhang, Q. & Qiu, G., Jul 2019, Proceedings - 2019 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2019. Institute of Electrical and Electronics Engineers Inc., p. 585-590 6 p. 8795065. (Proceedings - 2019 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2019).

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

  • Identification (control systems) 100%
  • Labels 96%
  • Large dataset 61%
  • Experiments 20%

• Salient Object Detection with Capsule-Based Conditional Generative Adversarial Network

  Zhang, C., Yang, F., Qiu, G. & Zhang, Q., Sept 2019, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. IEEE Computer Society, p. 81-85 5 p. 8802915. (Proceedings - International Conference on Image Processing, ICIP; vol. 2019-September).

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

  • Object detection 100%
  • Discriminators 30%
  4 Citations (Scopus)
• 2018

  A novel sub-shot segmentation method for user-generated video

  Lei, Z., Zhang, Q., Zheng, C. & Qiu, G., 2018, Ninth International Conference on Graphic and Image Processing, ICGIP 2017. Yu, H. & Dong, J. (eds.). SPIE, 1061528. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10615).

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

  • Segmentation 100%
  • shot 78%
  • affinity 30%
  • Clustering Methods 27%
  • Proliferation 26%

• An unsupervised video foreground co-localization and segmentation process by incorporating motion cues and frame features

  Zhang, C., Zhang, Q., Zheng, C. & Qiu, G., 2018, Ninth International Conference on Graphic and Image Processing, ICGIP 2017. Yu, H. & Dong, J. (eds.). SPIE, 1061529. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10615).

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

  • Segmentation 100%
  • cues 99%
  • Masks 78%
  • Mask 70%
  • Video Segmentation 60%

• Capsule based image translation network

  Yang, F., Lu, Z., Qiu, G. & Zhang, Q., 2018, IET Doctoral Forum on Biomedical Engineering, Healthcare, Robotics and Artificial Intelligence 2018, BRAIN 2018. CP754 ed. Institution of Engineering and Technology, (IET Conference Publications; vol. 2018, no. CP754).

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

  • Discriminators 100%
  • Deep learning 71%
  • Computer vision 67%
  • Textures 64%
  • Lighting 64%

• In-the-wild facial expression recognition in extreme poses

  Yang, F., Zhang, Q., Zheng, C. & Qiu, G., 2018, Ninth International Conference on Graphic and Image Processing, ICGIP 2017. Yu, H. & Dong, J. (eds.). SPIE, 106150P. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10615).

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

  • Facial Expression Recognition 100%
  • Extremes 44%
  • Deep learning 43%
  • Learning 33%
  • Environment 27%

• Quality Classified Image Analysis with Application to Face Detection and Recognition

  Yang, F., Zhang, Q., Wang, M. & Qiu, G., 26 Nov 2018, 2018 24th International Conference on Pattern Recognition, ICPR 2018. Institute of Electrical and Electronics Engineers Inc., p. 2863-2868 6 p. 8545476. (Proceedings - International Conference on Pattern Recognition; vol. 2018-August).

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

  • Image analysis 100%
  • Face recognition 99%
  • Image quality 96%
  • Detectors 40%
  • Degradation 36%
  6 Citations (Scopus)
• 2017

  Automatic visual theme discovery from joint image and text corpora

  Sun, K., Hou, X., Zhang, Q. & Qiu, G., 15 Dec 2017, Proceedings - 2017 2nd International Conference on Multimedia and Image Processing, ICMIP 2017. Institute of Electrical and Electronics Engineers Inc., p. 220-224 5 p. (Proceedings - 2017 2nd International Conference on Multimedia and Image Processing, ICMIP 2017; vol. 2017-January).

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

  • Semantics 100%
  • Image understanding 65%
  • Clustering algorithms 44%
  • Computer vision 41%

• Learning deep semantic attributes for user video summarization

  Sun, K., Zhu, J., Lei, Z., Hou, X., Zhang, Q., Duan, J. & Qiu, G., 28 Aug 2017, 2017 IEEE International Conference on Multimedia and Expo, ICME 2017. IEEE Computer Society, p. 643-648 6 p. 8019411. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 0).

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

  • Deep learning 100%
  • Semantics 76%
  • Convolution 22%
  • Neural networks 13%
  11 Citations (Scopus)
• 2016

  User video summarization based on joint visual and semantic affinity graph

  Lei, Z., Sun, K., Zhang, Q. & Qiu, G., 16 Oct 2016, Iv and L-MM 2016 - Proceedings of the 2016 ACM Workshop on Vision and Language Integration Meets Multimedia Fusion, co-located with ACM Multimedia 2016. Association for Computing Machinery, Inc, p. 45-52 8 p. (Iv and L-MM 2016 - Proceedings of the 2016 ACM Workshop on Vision and Language Integration Meets Multimedia Fusion, co-located with ACM Multimedia 2016).

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

  • Semantics 100%
  • Image annotation 48%
  • Deep neural networks 35%
  • Convolutional neural networks 33%
  6 Citations (Scopus)
• 2015

  Bundling centre for landmark image discovery

  Zhang, Q. & Qiu, G., 22 Jun 2015, ICMR 2015 - Proceedings of the 2015 ACM International Conference on Multimedia Retrieval. Association for Computing Machinery, Inc, p. 179-186 8 p. (ICMR 2015 - Proceedings of the 2015 ACM International Conference on Multimedia Retrieval).

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

  • Image matching 100%
  • Merging 81%
  4 Citations (Scopus)

• Geometric Consistent Tree Partitioning Min-Hash for Large-Scale Partial Duplicate Image Discovery

  Zhang, Q. & Qiu, G., 9 Jul 2015, Proceedings - 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015. Institute of Electrical and Electronics Engineers Inc., p. 220-227 8 p. 7153883. (Proceedings - 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015).

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

  • Image matching 100%
  • Dynamic programming 80%
  2 Citations (Scopus)
• 2013

  Interactive skin condition recognition

  Razeghi, O., Zhang, Q. & Qiu, G., 2013, 2013 IEEE International Conference on Multimedia and Expo, ICME 2013. 6607635. (Proceedings - IEEE International Conference on Multimedia and Expo).

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

  • Skin 100%
  • Dermatology 60%
  • Random forests 40%
  • Intelligent systems 39%
  • Health 28%
  6 Citations (Scopus)

• Tree partition voting min-hash for partial duplicate image discovery

  Zhang, Q., Fu, H. & Qiu, G., 2013, 2013 IEEE International Conference on Multimedia and Expo, ICME 2013. IEEE Computer Society, 6607460. (Proceedings - IEEE International Conference on Multimedia and Expo).

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

  • Data structures 100%
  • Internet 82%
  8 Citations (Scopus)
• 2012

  Random forest for image annotation

  Fu, H., Zhang, Q. & Qiu, G., 2012, Computer Vision, ECCV 2012 - 12th European Conference on Computer Vision, Proceedings. PART 6 ed. p. 86-99 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7577 LNCS, no. PART 6).

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

  • Image Annotation 100%
  • Random Forest 68%
  • Image annotation 62%
  • Random forests 49%
  • Semantic Similarity 45%
  58 Citations (Scopus)