Search
Search Results
-
Continual few-shot patch-based learning for anime-style colorization
The automatic colorization of anime line drawings is a challenging problem in production pipelines. Recent advances in deep neural networks have...
-
Optimal image Denoising using patch-based convolutional neural network architecture
Traditional CNN uses fixed location which is irrelevant and they show the inability to capture edges and texture which causes the smoothness of...
-
Enhancing OCT patch-based segmentation with improved GAN data augmentation and semi-supervised learning
For optimum performance, deep learning methods, such as those applied for retinal and choroidal layer segmentation in optical coherence tomography...
-
PMPI: Patch-Based Multiplane Images for Real-Time Rendering of Neural Radiance Fields
Neural radiance fields (NeRFs) have made it possible to synthesize novel views in a photo-realistic manner. However, real-time view synthesis with...
-
Wasserstein Generative Models for Patch-Based Texture Synthesis
This work addresses texture synthesis by relying on the local representation of images through their patch distributions. The main contribution is a...
-
Learning Deep Patch representation for Probabilistic Graphical Model-Based Face Sketch Synthesis
Face sketch synthesis has a wide range of applications in both digital entertainment and law enforcement. State-of-the-art examplar-based methods...
-
An open patch generator based fingerprint presentation attack detection using generative adversarial network
The low-cost, user-friendly, and convenient nature of Automatic Fingerprint Recognition Systems (AFRS) makes them suitable for a wide range of...
-
ADMM optimizer for integrating wavelet-patch and group-based sparse representation for image inpainting
Recovery or filling in of missing pixels in damaged images is a challenging problem known as image inpainting. Many currently used techniques still...
-
Deepfake detection of occluded images using a patch-based approach
DeepFake involves the use of deep learning and artificial intelligence techniques to produce or change video and image contents typically generated...
-
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...
-
Generalizable Patch-Based Neural Rendering
Neural rendering has received tremendous attention since the advent of Neural Radiance Fields (NeRF), and has pushed the state-of-the-art on...
-
WaVAEtable Synthesis
Timbral autoencoders, a class of generative model that learn the timbre distribution of audio data, are a current research focus in music technology;...
-
TransPatch: A Transformer-based Generator for Accelerating Transferable Patch Generation in Adversarial Attacks Against Object Detection Models
Patch-based adversarial attack shows the possibility to black-box physical attacks on state-of-the-art object detection models through hiding the...
-
NeRF Synthesis with Shading Guidance
The emerging Neural Radiance Field (NeRF) shows great potential in representing 3D scenes, which can render photo-realistic images from novel view...
-
Multi-view stereo-regulated NeRF for urban scene novel view synthesis
Neural radiance fields (NeRF), which encode a scene into a neural representation, have demonstrated impressive novel view synthesis quality on single...
-
CellGAN: Conditional Cervical Cell Synthesis for Augmenting Cytopathological Image Classification
Automatic examination of thin-prep cytologic test (TCT) slides can assist pathologists in finding cervical abnormality for accurate and efficient...
-
Deep pelican based synthesis model for photo-sketch face synthesis and recognition
Face photo-sketch synthesis has a number of uses in digital entertainment in addition to its security applications. In the upcoming 10 years, recent...
-
A Generative Model for Texture Synthesis based on Optimal Transport Between Feature Distributions
We propose GOTEX, a general framework for texture synthesis by optimization that constrains the statistical distribution of local features. While our...
-
Optimal Transport Between GMM for Multiscale Texture Synthesis
Using optimal transport in image processing tasks has become very popular. However, it still faces difficult computational issues when dealing with...
-
ViT-MPI: Vision Transformer Multiplane Images for Surgical Single-View View Synthesis
In this paper, we explore the use of a single imaging device to acquire immersive 3D perception in endoscopic surgery. To solve the heavily ill-posed...