39 citations · 61 across the 8 of their papers we have counts for
8 papers
Video Frame Interpolation with Flow Transformer
Pan Gao, Haoyue Tian, Jie Qin
Video frame interpolation has been actively studied with the development of convolutional neural networks. However, due to the intrinsic limitations of kernel weight sharing in con…
MRGAN360: Multi-stage Recurrent Generative Adversarial Network for 360 Degree Image Saliency Prediction
Pan Gao, Xinlang Chen, Rong Quan +1
Thanks to the ability of providing an immersive and interactive experience, the uptake of 360 degree image content has been rapidly growing in consumer and industrial applications.…
Rate-Distortion Modeling for Bit Rate Constrained Point Cloud Compression
Pan Gao, Shengzhou Luo, Manoranjan Paul
As being one of the main representation formats of 3D real world and well-suited for virtual reality and augmented reality applications, point clouds have gained a lot of popularit…
IPDAE: Improved Patch-Based Deep Autoencoder for Lossy Point Cloud Geometry Compression
Kang You, Pan Gao, Qing Li
Point cloud is a crucial representation of 3D contents, which has been widely used in many areas such as virtual reality, mixed reality, autonomous driving, etc. With the boost of…
Dilated convolutional neural network-based deep reference picture generation for video compression
Haoyue Tian, Pan Gao, Ran Wei +1
Motion estimation and motion compensation are indispensable parts of inter prediction in video coding. Since the motion vector of objects is mostly in fractional pixel units, origi…
Patch-Based Deep Autoencoder for Point Cloud Geometry Compression
Kang You, Pan Gao
The ever-increasing 3D application makes the point cloud compression unprecedentedly important and needed. In this paper, we propose a patch-based compression process using deep le…
Countering Adversarial Examples: Combining Input Transformation and Noisy Training
Cheng Zhang, Pan Gao
Recent studies have shown that neural network (NN) based image classifiers are highly vulnerable to adversarial examples, which poses a threat to security-sensitive image recogniti…
Optimization of Occlusion-Inducing Depth Pixels in 3-D Video Coding
Pan Gao, Cagri Ozcinar, Aljosa Smolic
The optimization of occlusion-inducing depth pixels in depth map coding has received little attention in the literature, since their associated texture pixels are occluded in the s…