U-COPE: Taking a Further Step to Universal 9D Category-Level Object Pose Estimation
Rigid and articulated objects are common in our daily lives. Pose estimation tasks for both
types of objects have been extensively studied within their respective domains. However, a …
types of objects have been extensively studied within their respective domains. However, a …
Dual-decoding branch contrastive augmentation for image manipulation localization
Q Zeng, H Wang, Y Zhou, R Zhang - Knowledge-Based Systems, 2024 - Elsevier
With the rapid development of image editing techniques, forensic analysis to detect
malicious image manipulation has become an important research topic. The current image …
malicious image manipulation has become an important research topic. The current image …
FMSD: Focal Multi-scale Shape-feature Distillation Network for Small Fasteners Detection in Electric Power Scene
In the electric power scene, fasteners play a pivotal role in securing and connecting
electrical equipment, with small fastener detection (SFD) being crucial for ensuring …
electrical equipment, with small fastener detection (SFD) being crucial for ensuring …
DAE-Net: Dual Attention Mechanism and Edge Supervision Network for Image Manipulation Detection and Localization
C Shi, C Wang, X Zhou, Z Qin - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Image manipulation detection and localization (IMDL) aim to identify tampered regions from
a suspicious image. Although existing works have achieved impressive results, they fail to …
a suspicious image. Although existing works have achieved impressive results, they fail to …
Exploring Multi-view Pixel Contrast for General and Robust Image Forgery Localization
Z Lou, G Cao, K Guo, H Zhu, L Yu - arXiv preprint arXiv:2406.13565, 2024 - arxiv.org
Image forgery localization, which aims to segment tampered regions in an image, is a
fundamental yet challenging digital forensic task. While some deep learning-based forensic …
fundamental yet challenging digital forensic task. While some deep learning-based forensic …
SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints
Image forgery localization (IFL) is a crucial technique for preventing tampered image misuse
and protecting social safety. However, due to the rapid development of image tampering …
and protecting social safety. However, due to the rapid development of image tampering …
[PDF][PDF] Deep Learning and Machine Learning, Advancing Big Data Analytics and Management: Generative Models
S Chen, T Wang, X Song, B Jing, J Yang, J Song… - osf.io
1Zhejiang University, A1033439225@ gmail. com 2Xi'an Jiaotong-Liverpool University,
Tianyang. Wang21@ student. xjtlu. edu. cn 3Emory University, songxinyuan@ pku. edu. cn …
Tianyang. Wang21@ student. xjtlu. edu. cn 3Emory University, songxinyuan@ pku. edu. cn …
[PDF][PDF] Mastering Reinforcement Learning: Foundations, Algorithms, and Real-World Applications
Reinforcement Learning (RL) is a distinct branch of machine learning focused on how
agents should take actions in an environment to maximize cumulative rewards [38]. Unlike …
agents should take actions in an environment to maximize cumulative rewards [38]. Unlike …
[PDF][PDF] Transformer: Attention Is All You Need
Deep learning is a subset of machine learning that models data using artificial neural
networks with multiple layers [105]. Each layer in the neural network processes the input …
networks with multiple layers [105]. Each layer in the neural network processes the input …