Quan Zhou (周全)


Academic Projects


  • Robust Forest Fire Detection and Prediction Based on Visual-Language Large Model, supported by Academy of Agricultural Sciences of Sichuan Province (Grant No. TFSZHH3005; Duration: Nov 2024-Nov 2026), Principal researcher. (火花计划专项项目)


  • Towards Robust Weakly-supervised Semantic Segmentation via Visual-langrage Large Models, supported by National Natural Science Foundation of China (Grant No. 62476139; Duration: Jan 2025-Dec 2028), Principal researcher. (国家自然科学基金面上项目)


  • Research on weakly supervised image understanding, supported by China Scholarship Council Visiting Program Program (Grant No. 201908320072; Duration: Dec 2019-Dec 2020), Principal researcher. (国家留学基金委访问计划项目)


  • Research on deep menta-learning for robust writing and reading on crossbar devices, supported by Huawei Basic Research Program Project (Duration: Nov 2019-Nov 2022), Principal researcher. (华为基础研究计划项目)


  • Research on Weakly Supervised Semantic Segmentation of Massive Images Based on Associative Features, supported by National Natural Science Foundation of China (Grant No. 61876093; Duration: Jan 2019-Dec 2022), Principal researcher. (国家自然科学基金面上项目)


  • The Third International Conference on Artificial Intelligence and Robotics and the First Sino-Japanese Bilateral Symposium on "Artificial Intelligence and its Application in the Next Generation Internet of Things", supported by National Natural Science Foundation of China International (Regional) Cooperation and Exchange Programs (Grant No. 61881240048; Duration: Dec 2018-Dec 2018), Principal researcher. (国家自然科学基金国际(地区)合作与交流项目)


  • Research on new algorithm for robust deep neural networks, supported by Huawei Innovative Research Program Projects (Duration: Nov 2018-Nov 2019), Principal researcher. (华为创新研究计划项目(HIRP OPEN))


  • Research on Image Annotation by Fusing Multi-scale Contexts, supported by National Natural Science Foundation of China Youth Foundation Program (Grant No. 61401228; Duration: Jan 2015-Dec 2017), Principal researcher. (国家自然科学基金青年基金项目)


  • Research on weakly supervised image semantic segmentation for massive images and semantic categories, supported by Natural Science Foundation of Jiangsu Province (Grant No. BK20181393; Duration: Nov 2018-Nov 2021), Principal researcher. (江苏省自然科学基金面上项目)