Recent News
Congrats: Paper Publications
Congratulations to our team member Kang You for the acceptance of a paper in ACM Multimedia Asia, 2021.
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.
Research Directions
Image Processing: Image processing is a method to perform some operations on an image, in order to get an enhanced image or to extract some useful information from it. It is a type of signal processing in which input is an image and output may be image or characteristics/features associated with that image.
Deep Learning: Deep learning is a machine learning technique that teaches computers to do what comes naturally to humans: learn by example. Deep learning is a key technology behind driverless cars, enabling them to recognize a stop sign, or to distinguish a pedestrian from a lamppost.
3D vision relies on both eyes working together to accurately focus on the same point in space. The brain is then able to interpret the image the each eye sees to create your perception of depth. Here means let the machine see through the world, usually by converting the world into a point cloud for perception
Multimedia plays an important role in today's society because it is society now all are the things is keep up with the times. The multimedia is a good way for communication because that can easy to communicate and understand what they say. After that, multimedia has animation, music, video and more of this.
Publications
- · Y. Tang, P. Gao, Z. Wang, SalDA: DeepConvNet Greets Attention for Visual Saliency Prediction, Revised by IEEE Transactions on Cognitive and Developmental Systems, Aug. 2022.
- · Pan Gao, Tiantian Zhu, Manoranjan Paul, Disocclusion Filling for Depth-Based View Synthesis With Adaptive Utilization of Temporal Correlations, Journal of Visual Communication and Image Representation, 78:1-14, Jul. 2021. pdf code
- · Pan Gao, Pengwei Zhang, Aljosa Smolic, Quality assessment for omnidirectional video: a spatio-temporal distortion modeling approach, IEEE Transactions on Multimedia, 2021. pdf code
- · Dong Liang, Bing Kang, Xinyu Liu, Pan Gao, Xiaoyang Tan, Shun’ichi Kaneko, Cross-scene foreground segmentation with supervised and unsupervised model communication, Pattern Recognition, 117:1-12, Sep. 2021. pdf code
- · Pan Gao, Aljosa Smolic, Occlusion-aware depth map coding optimization using allowable depth map distortions, IEEE Transactions on Image Processing, 2019, 28(11): 5266-5280. (Featured article)
- · Pan Gao, Manoranjan Paul, Rate-Distortion Optimal Joint Texture and Depth Map Coding for 3-D Video Streaming, IEEE Transactions on Multimedia, 2020, 22(3): 610-625. pdf code
- · Pan Gao, W. Xiang, and D. Liang, Texture-distortion-constrained joint source-channel coding of multi-view video plus depth based 3-D video, IEEE Transactions on Circuits and Systems for Video Technology, 2019, 29(11): 3236-3340. pdf code
- · Wei Xiang, Pan Gao, Qiang Peng, Robust multiview three-dimensional video communications based on distributed video coding, IEEE Systems Journal, 2017, 11(4): 2456 – 2466. pdf code
- · Pan Gao, Q. Peng, W. Xiang, Analysis of packet-loss-induced distortion in view synthesis prediction-based 3-D video coding, IEEE Transactions on Image Processing, 2017, 26(6): 2781–2796. pdf code
- · Pan Gao, Wei Xiang, Disparity vector correction for view synthesis prediction-based 3-D video transmission, IEEE Transactions on Multimedia, 2015, 16(7): 1797-1808. pdf code
- · Pan Gao, Qiang Peng, Wei Xiang, Error-resilient multi-view video coding using Wyner-Ziv techniques, Multimedia Tools and Applications, 2015, 74(17): 7957-7982. pdf code
- · Pan Gao, Wei Xiang, Rate-distortion optimized mode switching for error-resilient multi-view video plus depth based 3-D video coding, IEEE Transactions on Multimedia, 2014, 16(7): 1797-1808. pdf code
Journal 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
Conference Papers
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