16 Result(s)
within
Conference Paper
Jun Gong
-
Chapter and Conference Paper
Text to Image Generation with Conformer-GAN
Text-to-image generation (T2I) has been a popular research field in recent years, and its goal is to generate corresponding photorealistic images through natural language text descriptions. Existing T2I models...
-
Chapter and Conference Paper
Text-to-Image Synthesis with Threshold-Equipped Matching-Aware GAN
In this paper, we propose a novel Equipped with Threshold Matching-Aware Generative Adversarial Network (ETMA-GAN) for text-to-image synthesis. By filtering inaccurate negative samples, the discriminator can m...
-
Chapter and Conference Paper
Depth Normalized Stable View Synthesis
Novel view synthesis (NVS) aims to synthesize photo-realistic images depicting a scene by utilizing existing source images. The synthesized images are supposed to be as close as possible to the scene content. ...
-
Chapter and Conference Paper
Multi-view Consistency View Synthesis
Novel view synthesis (NVS) aims to synthesize photo-realistic images depicting a scene by utilizing existing source images. The core objective is that the synthesized images are supposed to be as close as poss...
-
Chapter and Conference Paper
FPD: Feature Pyramid Knowledge Distillation
Knowledge distillation is a commonly used method for model compression, aims to compress a powerful yet cumbersome model into a lightweight model without much sacrifice of performance, giving the accuracy of a...
-
Chapter and Conference Paper
Analysis of Swelling Shrinkage Cracks Development Effects in Improved Expansive Soil Using Image Processing Technology
To study the development characteristic of the improved expansive soil fissure and its effect on the shear strength, the image processing technology is used to make a quantitative analysis on the surface of th...
-
Chapter and Conference Paper
Analysis on the Influence of Rainfall Characteristics on the Stability of Granite Residual Soil Slope
Rainfall characteristics have important impacts on slope stability. Aimed to analyze the influence of rainfall on granite residual soil slope stability. The finite element method is used for the calculation of...
-
Chapter and Conference Paper
Progressive Inpainting Strategy with Partial Convolutions Generative Networks (PPCGN)
Recently, there have been great advances in many one-stage image inpainting methods. They may have a slight advantage in computation time but lack sufficient context information for inpainting. These inpaintin...
-
Chapter and Conference Paper
Deep Learning Based Placement Acceleration for 3D-ICs
Placement plays an essential role in the very-large-scale integrated (VLSI) circuits physical design automation. But, it is a time-consuming step in the VLSI design stages. In this paper, we proposes algorithm...
-
Chapter and Conference Paper
QS-Hyper: A Quality-Sensitive Hyper Network for the No-Reference Image Quality Assessment
Blind/no-reference image quality assessment (IQA) aims to provide a quality score for a single image without references. In this context, deep learning models can capture various image artifacts, which made si...
-
Chapter and Conference Paper
SCAN: Spatial and Channel Attention Normalization for Image Inpainting
Image inpainting focuses on predicting contents with shape structure and consistent details in damaged regions. Recent approaches based on convolutional neural network (CNN) have shown promising results via ad...
-
Chapter and Conference Paper
Semi-supervised Learning with Conditional GANs for Blind Generated Image Quality Assessment
Evaluating the quality of images generated by generative adversarial networks (GANs) is still an open problem. Metrics such as Inception Score(IS) and Fréchet Inception Distance (FID) are limited in evaluating...
-
Chapter and Conference Paper
Free-Form Image Inpainting with Separable Gate Encoder-Decoder Network
Image inpainting refers to the process of reconstructing damaged areas of an image. For image inpainting, there are many means to generate not too bad inpainting results today. However, these methods either ma...
-
Chapter and Conference Paper
An FPGA Implementation of Rapid Switch Module for EtherCAT Slave Controller
In this paper. We use FPGA to achieve high-performance cycle times for EtherCAT Slave Controller (ESC) internal data switch between ports. Commonly, ESC is implemented by a dedicated chip. Using FPGA to implem...
-
Chapter and Conference Paper
Transformer with Prior Language Knowledge for Image Captioning
The Transformer architecture represents state-of-the-art in image captioning tasks. However, even the transformer uses positional encodings to encode sentences, its performance still not good enough in grammar...
-
Chapter and Conference Paper
A New Workforce Cross-Training Policy for a U-shaped Assembly Line
This study addresses a U-shaped assembly line staffed by partially cross-trained workers with skill chaining. When a worker is absent, the performance of the production system must become worse. Cross-trained ...
