Caie Xu
University of Yamanashi, Phd, Computer Science, 2020
Zhejiang University of Science and Technology, Assistant Professor, 2020.11-present

Email: caiexu@zust.edu.cn; caiexu@163.com

Main Research Interests
Computer Vision, Deep learning; Object detection (e.g., anomaly detection); Image Processing; Generative AI (GANs, diffusion models) and its applications (e.g., Image generation, image translation, image synthesis/editing, person image synthesis, semantic image synthesis, style transfer); Medical image enhancement and analysis.

Main Research Projects

(1) Research and application of OCR recognition technology based on machine vision.

(2) Research and application of mechanical workpiece measurement technology based on machine vision.

(3) Research and application of AOI defect detection technology based on machine vision.

(4) Cloud intelligent access control integrated management platform

Main Published Papers

(1) Person-independent facial expression n recognition method based on improved Wasserstein generative adversarial networks in combination with identity aware, Multimedia Systems, 2020，SCI , first author.

(2) E-government recommendation algorithm based on probabilistic semantic cluster analysis in combination of improved collaborative filtering in big-data environment of government affairs, Personal and Ubiquitous Computing, 2019, SCI, first author.

(3) Users’ Desired Face Image Using the Conditional Generative Adversarial Network and Relevance Feedback, IEEE Access, 2019, SCI, first author.

(4) Image enhancement algorithm based on generative adversarial network in combination of improved game adversarial loss mechanism, Multimedia Tools and Applications, 2020, SCI, first author.

(5) Edge-aware Guidance Fusion Network for R GB Thermal Scene Parsing, The AAAI Conference on Artificial Intelligence, SCI,3rd author.

(6) Synthesizing Imagined Faces Based on Relevance Feedback，Transactions on Computational Science，2019, SCI, first author.

(7) Synthesis of Facial Images Based on Relevance Feedback，Cyberworlds，2018, SCI, first author.

(8) Recognition and Clinical Diagnosis of Cervical Cancer Cells Based on our Improved Lightweight Deep Network for Pathological Image，Medical Systems，2019, SCI, corresponding author.

(9) E-government recommendation algorithm based on probabilistic semantic cluster analysis in a combination of improved collaborative filtering in a big-data environment of government affairs，Personal and Ubiquitous Computing，2020, SCI, first author.

(10) AU-GAN: Attention U-Net based on a Built-in Attention for Multi-Domain Image-to-Image Translation，Deep LUDA 2022, SCI, first author.

(11) Two-stage anomaly detection for positive samples and small samples based on generative adversarial networks，Multimedia Tools and Applications 2022, SCI, first author.

(12) Few-Shot Semantic Segmentation in Complex Industrial Components, IEEE Access, 2023, SCI, first author.