221 citations · 597 across the 22 of their papers we have counts for
6 papers · 1 filter
Gait-based Age Group Classification with Adaptive Graph Neural Network
Timilehin B. Aderinola, Tee Connie, Thian Song Ong +2
Deep learning techniques have recently been utilized for model-free age-associated gait feature extraction. However, acquiring model-free gait demands accurate pre-processing such…
Understanding Open-Set Recognition by Jacobian Norm and Inter-Class Separation
Jaewoo Park, Hojin Park, Eunju Jeong +1
The findings on open-set recognition (OSR) show that models trained on classification datasets are capable of detecting unknown classes not encountered during the training process.…
Deep Fidelity in DNN Watermarking: A Study of Backdoor Watermarking for Classification Models
Guang Hua, Andrew Beng Jin Teoh
Backdoor watermarking is a promising paradigm to protect the copyright of deep neural network (DNN) models. In the existing works on this subject, researchers have intensively focu…
Reconstruct Face from Features Using GAN Generator as a Distribution Constraint
Xingbo Dong, Zhihui Miao, Lan Ma +4
Face recognition based on the deep convolutional neural networks (CNN) shows superior accuracy performance attributed to the high discriminative features extracted. Yet, the securi…
3D-C2FT: Coarse-to-fine Transformer for Multi-view 3D Reconstruction
Leslie Ching Ow Tiong, Dick Sigmund, Andrew Beng Jin Teoh
Recently, the transformer model has been successfully employed for the multi-view 3D reconstruction problem. However, challenges remain on designing an attention mechanism to explo…
Abandoning the Bayer-Filter to See in the Dark
Xingbo Dong, Wanyan Xu, Zhihui Miao +6
Low-light image enhancement - a pervasive but challenging problem, plays a central role in enhancing the visibility of an image captured in a poor illumination environment. Due to…