All Points Guided Adversarial Generator for Targeted Attack Against Deep Hashing Retrieval

R Tu, X Kang, CW Tan, CH Chi… - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
Deep hashing has been widely used in image retrieval tasks, while deep hashing networks
are vulnerable to adversarial example attacks. To improve the deep hashing networks' …

[HTML][HTML] Unified Spatial-Frequency Modeling and Alignment for Multi-Scale Small Object Detection

J Liu, Y Wang, Y Cao, C Guo, P Shi, P Li - Symmetry, 2025 - mdpi.com
Small object detection in aerial imagery remains challenging due to sparse feature
representation, limited spatial resolution, and complex background interference. Current …

Image deduplication using efficient visual indexing and retrieval: optimizing storage, time and energy for deep neural network training

MMM Rahman, D Biswas, X Chen, J Tešić - Signal, Image and Video …, 2024 - Springer
Abstract Deep Neural Networks (DNNs) have gained widespread popularity for tasks related
to visual processing due to their superior performance and the wealth of images and videos …