Group Members

Faculty Member

Pan Gao

I am currently an Associate Professor at the College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China. I received my PhD degree in Electronic Engineering from University of Southern Queensland, Toowoomba, Australia, luckily supervised by Prof. Wei Xiang and Prof. John Billingsley. During my PhD study, I spent two wonderful months as a visiting student at Charles Sturt University, Bathurst, Australia, working with Prof. Manoranjan Paul. From 2018 to 2019, I was fortunate enough to be a member of V-SENSE project, at Trinity College Dublin, Ireland, performing research in immersive multimedia processing under the supervision of Prof. Aljosa Smolic. My current research interests include Image Processing/Analysis, Deep Learning, Artificial Intelligence.

Current Students

Haoyue Tian

Research area:Video compression encoding with deep learning.

Kang You

Research area:Lossy point cloud geometry compression using deep learning.

Jinsong Shi

Research area:Image quality assement Deep learning.

Zihao Li

Research area:Classification and segmentation of 3D point cloud objects.

Shanshan Li

Research area:Reinforcement Learning in 3D Point Cloud.

Qingguo Liu

Research area:Image Superresolution and Contrastive Learning

Chenyi Zhuang

Research area:Text-to-Image Synthesis and Few-Shot Learning

Kai Liu

Research area:Transformer based Point Cloud Compression

Ying Hu

Research area:Image Style Transfer and Deep Learning

Yao Yuan

Research area:Salient Object Detection and Saliency Prediction

Alumni

Tiantian Zhu

Research area:View Synthesis and Dis-occlusion Filling.

Pengwei Zhang

Research area:Quality Assessment for Omnidirectional Video/Image.

Cheng Zhang

Research area:Adversarial Machine Learning.

Xinlang Chen

Research area:Visual saliency prediction on 360 images, deep learning.

Recent News

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Congrats: Paper Publications

Congratulations to our team member Kang You for the acceptance of a paper in ACM Multimedia Asia, 2021.

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Congrats: Paper Publications

Congratulations to our team member Cheng Zhang for the acceptance of a paper in International Conference on Computer Vision (ICCV) Workshop on Adversarial Robustness In the Real World, 2021.

Publications


    Conference Papers
  • · H. Tian, P. Gao, X. Peng, “Video Frame Interpolation Based on Deformable Kernel Region,” Proc. Int. Conf. Joint Artificial Intelligence (IJCAI), Online, 2022.   code
  • · K. You, P. Gao, Q. Li, “IPDAE: Improved Patch-Based Deep Autoencoder for Lossy Point Cloud Geometry Compression,” Proc. ACM Multimedia Workshop, Online, 2022.   
  • · H. Tian, P. Gao, R. Wei and P. Manoranjan, “Dilated convolutional neural network-based deep reference picture generation for video compression,” Proc. IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP 2022), Online, 2022.     pdf    code
  • · Kang You, Pan Gao, Patch-Based Deep Autoencoder for Point Cloud Geometry Compression, ACM Multimedia Asia, Gold Coast, Australia, 2021.     pdf    code
  • · Cheng Zhang, Pan Gao, Countering Adversarial Examples: Combining Input Transformation and Noisy Training, International Conference on Computer Vision (ICCV) Workshop on Adversarial Robustness In the Real World, 2021.     pdf    code
  • · Cheng Zhang, Pan Gao, Defending Adversaries Using Unsupervised Feature Clustering VAE, International Conference on Machine Learning (ICML) Workshop on Adversarial Machine Learning, 2021     pdf    code
  • · Xinlang Chen, Pan Gao, Ran Wei, Visual saliency prediction on 360 degree images with CNN, IEEE Int. Conf. Multimedia and Expo Workshop, Shenzhen, China, Jul. 2021, pp. 1-6.     pdf    code
  • · Pan Gao, Wei Ran, Yingjie Liu, Manoranjan Paul, Coding and quality evaulation of affordable 6DoF video content, Int. Conf. Image and Graphics (ICIG), Haikou, China, 2021.     pdf    code
  • · Emin Zerman, Cagri Ozcinar, Pan Gao, Aljosa Smolic, Textured mesh vs coloured point cloud: A subjective study for volumetric video compression, 2020 Twelfth International Conference on Quality of Multimedia Experience (QoMEX), pp. 1-6.     pdf    code   dataset
  • · Tiantian Zhu, Pan Gao, An improved Gaussian mixture model based hole-filling algorithm exploiting depth information, IEEE Int. Conf. Visual Communications and Image Processing (VCIP), Sydney, Australia, 2019, pp. 1-4.     pdf    code
  • · Pengwei Zhang, Pan Gao, Quality assessment for omnidirectional video with consideration of temporal distortion variations, IEEE Int. Conf. Visual Communications and Image Processing (VCIP), Sydney, Australia, 2019, pp. 1-4.     pdf    code
  • · Emin Zerman, Pan Gao, Cagri Ozcinar, Aljosa Smolic, “Subjective and objective quality assessment for volumetric video compression”, IS&T/SPIE International Symposium on Electronic Imaging, Image Quality and System Performance XVI, Burlingame, California, USA, 2019.     pdf    code
  • · Pan Gao, C. Ozcinar, and A. Smolic, “Optimization of occlusion-inducing depth pixels in 3-D video coding,” IEEE Int. Conf. Image Processing (ICIP) 2018, Athens, Greece, Oct. 2018, pp. 3608-3612.     pdf    code
  • · Pan Gao, W. Xiang, and Manoranjan Paul, “Joint texture and depth map coding for error-resilient 3-D video transmission,” IEEE Int. Conf. Image Processing (ICIP) 2017, Beijing, China, Spet. 2017, pp. 1905-1909.     pdf    code
  • · Pan Gao, W. Xiang, and B. Wang, “Optimal mode selection and channel coding for 3-D video streaming over the Internet,” IEEE Int. Conf. Multimedia and Expo Workshops (ICMEW) 2017, Hong Kong, Jul. 2017, pp. 31-36.     pdf    code
  • · B. Wang, Q. Peng, J. Chen, Pan Gao, A low-complexity error concealment algorithm for video transmission based on non-local means denoising, Proc. IEEE Int. Conf. Visual Communications and Image Processing (VCIP 2016), Chengdu, Dec. 2016.     pdf    code
  • · Pan Gao, Wei Xiang, Lijuan Zhang, Transmission distortion modeling for view synthesis prediction based 3-D video streaming, in Proc. IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP 2015), pp. 1448–1452, Brisbane, Australia, Apr. 2015.     pdf    code
  • · Pan Gao, Wei Xiang, Modeling of packet-loss-induced distortion in 3-D synthesized views, in Proc. IEEE Int. Conf. Visual Communications and Image Processing (VCIP 2015), Singapore, Dec. 2015.     pdf    code

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