Výsledky vyhledávání - "Computing methodologies— Computer graphics—Image manipulation—Image processing"

Rain Wiper: An Incremental Randomly Wired Network for Single Image Deraining Autor Liang, X., Qiu, B., Su, Z., Gao, C., Shi, X., Wang, R.

“…Single image rain removal is a challenging ill‐posed problem due to various shapes and densities of rain streaks. We present a novel incremental randomly wired…”
Získat plný text

Extended Depth-of-Field Projector using Learned Diffractive Optics Autor Li, Yuqi, Fu, Qiang, Heidrich, Wolfgang

“…Projector Depth-of-Field (DOF) refers to the projection range of projector images in focus. It is a crucial property of projectors in spatial augmented reality…”
Získat plný text

Deep360Up: A Deep Learning-Based Approach for Automatic VR Image Upright Adjustment Autor Jung, Raehyuk, Lee, Aiden Seung Joon, Ashtari, Amirsaman, Bazin, Jean-Charles

“…Spherical VR cameras can capture high-quality immersive VR images with a 360° field of view. However, in practice, when the camera orientation is not straight,…”
Získat plný text

MHDiff: Memory- and Hardware-Efficient Diffusion Acceleration via Focal Pixel Aware Quantization Autor Qi, Chunyu, Wang, Xuhang, Chen, Ruiyang, Yao, Yuanzheng, Jing, Naifeng, Zhang, Chen, Wang, Jun, Fu, Zhihui, Liang, Xiaoyao, Song, Zhuoran

“…Diffusion models have demonstrated superior performance in image generation tasks, thus becoming the mainstream model for generative visual tasks. Diffusion…”
Získat plný text

SynGPU: Synergizing CUDA and Bit-Serial Tensor Cores for Vision Transformer Acceleration on GPU Autor Yao, Yuanzheng, Zhang, Chen, Qi, Chunyu, Chen, Ruiyang, Wang, Jun, Fu, Zhihui, Jing, Naifeng, Liang, Xiaoyao, Song, Zhuoran

“…Vision Transformers (ViTs) have demonstrated remarkable performance in computer vision tasks by effectively extracting global features. However, their…”
Získat plný text

SQ-DM: Accelerating Diffusion Models with Aggressive Quantization and Temporal Sparsity Autor Fan, Zichen, Dai, Steve, Venkatesan, Rangharajan, Sylvester, Dennis, Khailany, Brucek

“…Diffusion models have gained significant popularity in image generation tasks. However, generating high-quality content remains notably slow because it…”
Získat plný text

DM-Tune: Quantizing Diffusion Models with Mixture-of-Gaussian Guided Noise Tuning Autor Haghi, Pouya, Falahati, Ali, Azad, Zahra, Wu, Chunshu, Song, Ruibing, Liu, Chuan, Li, Ang, Geng, Tong

“…Diffusion models have become essential generative tools for tasks such as image generation, video creation, and inpainting, but their high computational and…”
Získat plný text

DCDiff: Enhancing JPEG Compression via Diffusion-based DC Coefficients Estimation Autor Zhang, Ziyuan, Qiu, Han, Zhang, Tianwei, Chen, Bin, Zhang, Chao

“…JPEG is the most widely-used image compression method on low-cost cameras which cannot support learning-based compressors. One promising approach to enhance…”
Získat plný text

Privacy-Preserving Medical Image Segmentation via Hybrid Trusted Execution Environment Autor Bian, Song, Jiang, Weiwen, Sato, Takashi

“…Recently, it is reported that the-state-of-the-art secure protocol is able to segment a three-dimensional heart CT scan in roughly 3,000 seconds, without…”
Získat plný text

On Large Visual Language Models for Medical Imaging Analysis: An Empirical Study Autor Van, Minh-Hao, Verma, Prateek, Wu, Xintao

“…Recently, large language models (LLMs) have taken the spotlight in natural language processing. Further, integrating LLMs with vision enables the users to…”
Získat plný text

Degraded Reality: Using VR/AR to simulate visual impairments Autor Jones, Pete R., Ometto, Giovanni

“…The effects of eye disease cannot be depicted accurately using traditional media. Consequently, public understanding of eye disease is often poor. We present a…”
Získat plný text

Adaptive Patching for High-resolution Image Segmentation with Transformers Autor Zhang, Enzhi, Lyngaas, Isaac, Chen, Peng, Wang, Xiao, Igarashi, Jun, Huo, Yuankai, Munetomo, Masaharu, Wahib, Mohamed

“…Attention-based models are proliferating in the space of image analytics, including segmentation. The standard method of feeding images to transformer encoders…”
Získat plný text

Propagation as Data (PaD): Neural Phase Hologram Generation with Variable Distance Support Autor Cha, Jun Yeong, Ban, Hyunmin, Choi, Seongmi, Kim, Hui Yong

“…Most of the neural network models for generating phase holograms developed so far are trained and validated only for a single distance. Consequently, if a…”
Získat plný text

Distribution-Shifting: Novel Phase-distortion Metrics for Hologram Processing Autor Choi, Seungmi, Cha, Jun Yeong, Ban, Hyunmin, Oh, Kwan-Jung, Ko, Hyunsuk, Kim, Hui Yong

“…Due to the lack of suitable phase distortion metrics, the optimization and evaluation of phase-holograms have relied on numerical reconstruction (NR) domain…”
Získat plný text

DeclutterAR: Mobile Diminished Reality and Augmented Reality to Address Hoarding by Motivating Decluttering and Selling on Online Marketplace Autor Chan, Samantha W. T., Ryskeldiev, Bektur, Nanayakkara, Suranga

“…Hoarding behaviour is a widespread issue in which people have difficulty discarding or parting with their possessions. We present our work to address hoarding…”
Získat plný text

Discovering Image Usage Online: A Case Study with "Flatten the Curve" Autor Jones, Shawn M., Oyen, Diane

“…Understanding the spread of images across the web helps us understand the reuse of scientific visualizations and their relationship with the public. The…”
Získat plný text

Enhancing Electron Microscopy Image Classification Using Data Augmentation Autor Welsman, Jordan A., Weber, Gunther H., Amusat, Oluwamayowa O., Giannakou, Anna, Ramakrishnan, Lavanya

“…Manual labeling for machine learning tasks such as image classification is tedious and labor-intensive; as a result, scientific datasets suitable for deep…”
Získat plný text

Scalable FBP Decomposition for Cone-Beam CT Reconstruction Autor Chen, Peng, Wahib, Mohamed, Wang, Xiao, Hirofuchi, Takahiro, Ogawa, Hirotaka, Biguri, Ander, Boardman, Richard, Blumensath, Thomas, Matsuoka, Satoshi

“…Filtered Back-Projection (FBP) is a fundamental compute intense algorithm used in tomographic image reconstruction. Cone-Beam Computed Tomography (CBCT)…”
Získat plný text

Real-time Hand-object Occlusion for Augmented Reality Using Hand Segmentation and Depth Correction Autor Wu, Yuhui, Liu, Yue, Wang, Jiajun

“…Hand-object occlusion is crucial to enhance the realism of Aug-mented Reality, especially for egocentric hand-object interaction scenes. In this paper, a hand…”
Získat plný text

Toward Fair and Efficient Hyperdimensional Computing Autor Sheng, Yi, Yang, Junhuan, Jiang, Weiwen, Yang, Lei

“…We are witnessing the evolution that Machine Learning (ML) is applied to varied applications, such as intelligent security systems, medical diagnoses, etc…”
Získat plný text