Eric Rigall
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View article: Underwater Target 3D Reconstruction via Integrated Laser Triangulation and Multispectral Photometric Stereo
Underwater Target 3D Reconstruction via Integrated Laser Triangulation and Multispectral Photometric Stereo Open
With the gradual application of 3D reconstruction technology in underwater scenes, the design of vision-based reconstruction models has become an important research direction for human ocean exploration and development. The underwater lase…
View article: Physical Knowledge Enhanced Deep Neural Network for Sea Surface Temperature Prediction
Physical Knowledge Enhanced Deep Neural Network for Sea Surface Temperature Prediction Open
Traditionally, numerical models have been deployed in oceanography studies to simulate ocean dynamics by representing physical equations. However, many factors pertaining to ocean dynamics seem to be ill-defined. We argue that transferring…
View article: Physical Knowledge-Enhanced Deep Neural Network for Sea Surface Temperature Prediction
Physical Knowledge-Enhanced Deep Neural Network for Sea Surface Temperature Prediction Open
Traditionally, numerical models have been deployed in oceanography studies to simulate ocean dynamics by representing physical equations. However, many factors pertaining to ocean dynamics seem to be ill-defined. We argue that transferring…
View article: Physics-Guided Generative Adversarial Networks for Sea Subsurface Temperature Prediction
Physics-Guided Generative Adversarial Networks for Sea Subsurface Temperature Prediction Open
Sea subsurface temperature, an essential component of aquatic wildlife, underwater dynamics and heat transfer with the sea surface, is affected by global warming in climate change. Existing research is commonly based on either physics-base…
View article: Wallpaper Texture Generation and Style Transfer Based on Multi-Label Semantics
Wallpaper Texture Generation and Style Transfer Based on Multi-Label Semantics Open
Textures contain a wealth of image information and are widely used in various fields such as computer graphics and computer vision. With the development of machine learning, the texture synthesis and generation have been greatly improved. …
View article: Cotton Appearance Grade Classification Based on Machine Learning
Cotton Appearance Grade Classification Based on Machine Learning Open
In recent years, due to the rapid development of Chinese textile industry, the domestic demand for cotton increases sharply. Conversely, the cotton plantation area increasingly dwindled, resulting in the constant rise of cotton imports. Ch…
View article: ECNet: Efficient Convolutional Networks for Side Scan Sonar Image Segmentation
ECNet: Efficient Convolutional Networks for Side Scan Sonar Image Segmentation Open
This paper presents a novel and practical convolutional neural network architecture to implement semantic segmentation for side scan sonar (SSS) image. As a widely used sensor for marine survey, SSS provides higher-resolution images of the…
View article: RT-Seg: A Real-Time Semantic Segmentation Network for Side-Scan Sonar Images
RT-Seg: A Real-Time Semantic Segmentation Network for Side-Scan Sonar Images Open
Real-time processing of high-resolution sonar images is of great significance for the autonomy and intelligence of autonomous underwater vehicle (AUV) in complex marine environments. In this paper, we propose a real-time semantic segmentat…