Freestyle layout-to-image synthesis
Typical layout-to-image synthesis (LIS) models generate images for a closed set of semantic
classes, eg, 182 common objects in COCO-Stuff. In this work, we explore the freestyle …
classes, eg, 182 common objects in COCO-Stuff. In this work, we explore the freestyle …
Discoscene: Spatially disentangled generative radiance fields for controllable 3d-aware scene synthesis
Existing 3D-aware image synthesis approaches mainly focus on generating a single
canonical object and show limited capacity in composing a complex scene containing a …
canonical object and show limited capacity in composing a complex scene containing a …
Scenecomposer: Any-level semantic image synthesis
We propose a new framework for conditional image synthesis from semantic layouts of any
precision levels, ranging from pure text to a 2D semantic canvas with precise shapes. More …
precision levels, ranging from pure text to a 2D semantic canvas with precise shapes. More …
EMG-YOLO: Road crack detection algorithm for edge computing devices
Y Xing, X Han, X Pan, D An, W Liu, Y Bai - Frontiers in neurorobotics, 2024 - frontiersin.org
Introduction Road cracks significantly shorten the service life of roads. Manual detection
methods are inefficient and costly. The YOLOv5 model has made some progress in road …
methods are inefficient and costly. The YOLOv5 model has made some progress in road …
Semantic layout-guided diffusion model for high-fidelity image synthesis in 'The Thousand Li of Rivers and Mountains'
Abstract “The Thousand Li of Rivers and Mountains”(TLRM) is one of the most famous
traditional paintings. Even experienced artists face significant challenges in replicating …
traditional paintings. Even experienced artists face significant challenges in replicating …
Joint feature modulation mechanism for driving scene image synthesis by instance texture edge and spatial depth priors
Y Xie, H Qin, G Chen, J Yang, B Feng - International Journal of Machine …, 2024 - Springer
In this paper, we study Conditional Image Synthesis (CIS) task towards producing
photorealistic driving scenes, which plays a significant role in designing perception …
photorealistic driving scenes, which plays a significant role in designing perception …
Reconciling Semantic Controllability and Diversity for Remote Sensing Image Synthesis with Hybrid Semantic Embedding
J Liu, D Zhao, B Yuan, W Li, T Li - arXiv preprint arXiv:2411.14781, 2024 - arxiv.org
Significant advancements have been made in semantic image synthesis in remote sensing.
However, existing methods still face formidable challenges in balancing semantic …
However, existing methods still face formidable challenges in balancing semantic …
Variation-aware semantic image synthesis
M Xu, J Lee, S Yoon, H Kim, DS Park - Image and Vision Computing, 2024 - Elsevier
Semantic image synthesis (SIS) aims to produce photorealistic images aligning to given
conditional semantic layout and has witnessed a significant improvement in recent years …
conditional semantic layout and has witnessed a significant improvement in recent years …
[PDF][PDF] Real-Time Recognition and Feature Extraction of Stratum Images Based on Deep Learning
T Wang, Y Van, L Yuan, Y Dong - Traitement du Signal, 2023 - pdfs.semanticscholar.org
Accurate identification and feature extraction of stratum images play a crucial role in
geological exploration, resource prospecting, and mining operations. Traditional methods of …
geological exploration, resource prospecting, and mining operations. Traditional methods of …
Finite Element Analysis of Slope Stability of Fushun West Open-Pit Mine
T Wang, L Yuan, M Bi - Tehnički vjesnik, 2024 - hrcak.srce.hr
Sažetak Slope stability analysis is the earliest subject that classical soil mechanics tried to
solve but has not yet been satisfactorily solved. Various stability analysis methods are …
solve but has not yet been satisfactorily solved. Various stability analysis methods are …