陳嘉欣
發(fā)布時(shí)間: 2025-03-03 16:35:40 瀏覽量:
長(zhǎng)沙理工大學(xué)計(jì)算機(jī)學(xué)院研究生導(dǎo)師基本信息表 |
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1、個(gè)人基本信息: |
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姓 名:陳嘉欣 |
性 別:女 |
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出生年月:1996.5 |
技術(shù)職稱:講師 |
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畢業(yè)院校:湖南大學(xué) |
學(xué)歷(學(xué)位):博士 |
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所在學(xué)科:軟件工程 |
研究方向:多媒體內(nèi)容安全、人工智能安全、AI生成內(nèi)容檢測(cè) |
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2、教育背景: |
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湖南大學(xué) |
工學(xué)博士 |
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2013.9~2017.6 |
華中師范大學(xué) |
工學(xué)碩士 |
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3、目前研究領(lǐng)域: |
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多媒體內(nèi)容安全、人工智能安全、AI生成內(nèi)容檢測(cè) |
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4、已完成或已在承擔(dān)的主要課題: |
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[1] 證書(shū)文檔圖像內(nèi)容篡改取證研究,國(guó)家自然科學(xué)基金青年科學(xué)基金項(xiàng)目,2025.1~2027.12,主持 [2] 生成式圖像被動(dòng)鑒偽與溯源研究,湖南省自然科學(xué)基金青年科學(xué)基金項(xiàng)目,2025.1~2027.12,主持 [3] 人工智能生成圖像視頻鑒別分析關(guān)鍵技術(shù)研究,湖南省重點(diǎn)研發(fā)計(jì)劃項(xiàng)目子課題,2024.7~2026.6,主持 [4] 面向社交媒體的多媒體內(nèi)容深度偽造檢測(cè)研究,長(zhǎng)沙市自然科學(xué)基金項(xiàng)目,2024.1~2025.12,主持 [5] 智能化證書(shū)文檔圖像取證技術(shù)研究,刑事檢驗(yàn)四川省高校重點(diǎn)實(shí)驗(yàn)室開(kāi)放基金重點(diǎn)項(xiàng)目,2024.6~2026.5,主持 |
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6、已發(fā)表的學(xué)術(shù)論文: |
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[1] Jiaxin Chen, Xin Liao, Zhenxing Qian, Zheng Qin. PRest-Net: Multi-domain probability estimation network for robust image forgery detection. ACM Transactions on Multimedia Computing, Communications and Applications, DOI: 10.1145/3711930, 2025. (CCF推薦B類期刊) [2] Dengyong Zhang, Nuo Fu, Xin Liao, Jiaxin Chen, Hengfu Yang, Gaobo Yang. Efficient hierarchical feature collaboration transformer for image inpainting. IEEE Transactions on Multimedia, DOI: 10.1109/TMM.2025.3543039, 2025. (SCI一區(qū)) [3] Jiaxin Chen, Xin Liao, Zhenxing Qian, Zheng Qin. Multi-domain probability estimation network for forgery detection over online social network shared images. IEEE Conference on Multimedia Expo, 2024: 1-6. (多媒體領(lǐng)域國(guó)際旗艦會(huì)議, CCF推薦B類會(huì)議) [4] Dengyong Zhang, Jiahao Chen, Xin Liao, Feng Li, Jiaxin Chen, Gaobo Yang. Face forgery detection via multi-feature fusion and local enhancement. IEEE Transactions on Circuits and Systems for Video Technology, 2024, 34(9): 8972-8977. (SCI一區(qū)) [5] Jiaxin Chen, Xin Liao, Wei Wang, Zhenxing Qian, Zheng Qin, Yaonan Wang. SNIS: A signal noise separation-based network for post-processed image forgery detection. IEEE Transactions on Circuits and Systems for Video Technology, 2023, 33(2): 935-951. (SCI一區(qū)) [6] Jiaxin Chen, Xin Liao, Wei Wang, Zheng Qin. Identification of image global processing operator chain based on feature decoupling. Information Sciences, 2023, 637: 118961. (SCI一區(qū)) [7] Jiaxin Chen, Xin Liao, Wei Wang, Zheng Qin. A features decoupling method for multiple manipulations identification in image operation chains. IEEE International Conference on Acoustics, Speech and Signal Processing, 2021: 2505-2509. (信號(hào)處理領(lǐng)域國(guó)際旗艦會(huì)議,CCF推薦B類會(huì)議) [8] Jiaxin Chen, Xin Liao, Zheng Qin. Identifying tampering operations in image operator chains based on decision fusion. Signal Processing: Image Communication, 2021, 95: 116287. (SCI二區(qū)) [9] Xin Liao, Jing Chen, Jiaxin Chen*. Image source identification with known post-processed based on convolutional neural network. Signal Processing: Image Communication, 2021, 99: 116438. (SCI二區(qū)) |
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7、 所獲學(xué)術(shù)榮譽(yù)及學(xué)術(shù)影響: |
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[1] 亞太信號(hào)與信息處理學(xué)會(huì)APSIPA媒體安全與取證專委會(huì)委員 [2] 中國(guó)圖象圖形學(xué)學(xué)會(huì)數(shù)字媒體取證與安全專委會(huì)委員 |
聯(lián)系地址:jxchen@csust.edu.cn