#imagesuperresolution

Excerpt from PDF: SIR-DIFF: Sparse Image Sets Restoration with Multi-View Diffusion Model Yucheng Mao* Boyang Wang* Nilesh Kulkarni Jeong Joon Park University of Michigan, Ann Arbor Figure 1. Sparse View Image Restoration. Our diffusion model takes multi-view images and jointly enhances their visual quality while maintaining 3D consistency. (Top) Four motion-blurred input images are processed by…

Excerpt from PDF: Evaluating Machine Learning Approaches for ASCII Art Generation SAI COUMAR and ZACHARY KINGSTON, Purdue University, USA Fig. 1. An image of an eagle converted into structure-based ASCII art using the CNN and Random Forest classifiers Generating structured ASCII art using computational techniques demands a careful interplay between aesthetic representation and computational pre-…

Excerpt from PDF: Advancing Medical Representation Learning Through High-Quality Data Negin Baghbanzadeh1,2*, Adibvafa Fallahpour2,3,5*, Yasaman Parhizkar1,2*, Franklin Ogidi2, Shuvendu Roy2,4, Sajad Ashkezari1,2, Vahid Reza Khazaie2, Michael Colacci3, Ali Etemad4, Arash Afkanpour2†, and Elham Dolatabadi1,2† 1York University 2Vector Institute 3University of Toronto 4Queen’s University 5University…

Excerpt from PDF: Graph-CNNs for RF Imaging: Learning the Electric Field Integral Equations Kyriakos Stylianopoulos1, Panagiotis Gavriilidis1, Gabriele Gradoni2, and George C. Alexandropoulos1 1Department of Informatics and Telecommunications, National and Kapodistrian University of Athens, Panepistimiopolis Ilissia, 16122 Athens, Greece 2Institute for Communication Systems, University of Surrey,…

Excerpt from PDF: Lux Post Facto: Learning Portrait Performance Relighting with Conditional Video Diffusion and a Hybrid Dataset Yiqun Mei1,2 Mingming He1 Li Ma1 Julien Philip1 Wenqi Xian1 David M George1 Xueming Yu1 Gabriel Dedic1 Ahmet Levent Tas¸el1 Ning Yu1 Vishal M. Patel2 Paul Debevec1 1 Netflix Eyeline Studios 2Johns Hopkins University Input “Vestibule” “Cape Hill” “Park Parking” Point…

Excerpt from PDF: Disentangling Fine-Tuning from Pre-Training in Visual Captioning with Hybrid Markov Logic 1st Monika Shah University of Memphis [email protected] 2nd Somdeb Sarkhel Adobe Research [email protected] 3rd Deepak Venugopal University of Memphis [email protected] Abstract—Multimodal systems have highly complex processing pipelines and are pretrained over large datasets before…

Excerpt from PDF: FrustumFusionNets: A Three-Dimensional Object Detection Network Based on Tractor Road Scene Lili Yang a, b, Mengshuai Chang a, b, Xiao Guo a, b, Yuxin Feng a, Yiwen Mei a, Caicong Wu a, b, * a. College of Information and Electrical Engineering, China Agricultural University, Beijing 100083, China b. Key Laboratory of Agricultural Machinery Monitoring and Big Data Applications,…

Excerpt from PDF: DefectFill: Realistic Defect Generation with Inpainting Diffusion Model for Visual Inspection Jaewoo Song1,2 Daemin Park1 Kanghyun Baek3 Sangyub Lee3 Jooyoung Choi1 Eunji Kim1 Sungroh Yoon1,3,4,* 1Department of Electrical and Computer Engineering, Seoul National University 2Global Technology Research, Samsung Electronics 3IPAI, 4AIIS, ASRI, INMC, ISRC, Seoul National University…