yimiandai/open-atac

code and trained models for "Attention as Activation"

Hi there, I'm Yi-Mian Dai (戴一冕 in Chinese)! 👋

I am a PhD student at Nanjing University of Aeronautics & Astronautics (NUAA).

🔭 Reseach-wise, I mainly focus on:

• Small Object Detection
• Neural Architecture Design

😄 I am open to:

• collaboration opportunities (anytime & anywhere & any type)
• postdoc position, research internships, or visiting scholar

📫 How to reach me:

• Email: yimian [dot] dai [at] gmail.com
• WeChat (微信) (Anoymous requests are not welcome)

Publications:

• Yimian Dai, Yiquan Wu, Fei Zhou, Kobus Barnard. Attentional Local Contrast Networks for Infrared Small Target Detection[J]. Accepted by IEEE Transactions on Geoscience and Remote Sensing. (code)
• Yimian Dai, Yiquan Wu, Fei Zhou, Kobus Barnard. Asymmetric Contextual Modulation for Infrared Small Target Detection[C]. Accepted by IEEE Winter Conference on Applications of Computer Vision, WACV 2021. (dataset, code)
• Yimian Dai, Fabian Gieseke, Stefan Oehmcke, Yiquan Wu, Kobus Barnard. Attentional Feature Fusion[C]. Accepted by IEEE Winter Conference on Applications of Computer Vision, WACV 2021. (code)
• Yimian Dai, Stefan Oehmcke, Fabian Gieseke, Yiquan Wu, Kobus Barnard. Attention as Activation[C]. Accepted by 25th International Conference on Pattern Recognition (ICPR 2020), Oral. (code)
• Yimian Dai, Yiquan Wu. Reweighted Infrared Patch-Tensor Model with Both Nonlocal and Local Priors for Single-Frame Small Target Detection[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017, 10(8), 3752-3767. (code)

Software:

• iNSFC: An awesome LaTeX template for NSFC proposal
• NUAAletter: A LaTeX Letter template for NUAA

Services:

• Journal Reviewer
  • IEEE Transactions on Geoscience and Remote Sensing (TGRS)
  • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS)
  • IEEE Geoscience and Remote Sensing Letters (GRSL)
  • Infrared Physics & Technology

Miscellaneous:

• PhD Thesis (in Chinese)