Distortion Robust Image Classification using Deep Convolutional Neural
Network with Discrete Cosine Transform

Distortion Robust Image Classification using Deep Convolutional Neural Network with Discrete Cosine Transform

14 November 2018

Md Tahmid Hossain

Dengsheng Zhang

Papers citing "Distortion Robust Image Classification using Deep Convolutional Neural Network with Discrete Cosine Transform"

12 / 12 papers shown

Title
Predicting the Reliability of an Image Classifier under Image Distortion D. Nguyen Sunil Gupta Kien Do Svetha Venkatesh VLM 81 0 0 22 Dec 2024
DFM-X: Augmentation by Leveraging Prior Knowledge of Shortcut Learning Shunxin Wang C. Brune Raymond N. J. Veldhuis N. Strisciuglio AAML 27 4 0 12 Aug 2023
Impact of Light and Shadow on Robustness of Deep Neural Networks Chen-Hao Hu Weiwen Shi Chaoxian Li Jialiang Sun Donghua Wang Jun Wu Guijian Tang AAML 25 1 0 23 May 2023
Dynamic Test-Time Augmentation via Differentiable Functions Shohei Enomoto Monikka Roslianna Busto Takeharu Eda OOD 43 5 0 09 Dec 2022
Impact of Colour Variation on Robustness of Deep Neural Networks Chen-Hao Hu Weiwen Shi AAML OOD 25 1 0 02 Sep 2022
Impact of Scaled Image on Robustness of Deep Neural Networks Chen-Hao Hu Weiwen Shi 9 2 0 02 Sep 2022
Towards Robust 2D Convolution for Reliable Visual Recognition Lida Li Shuai Li Kun Wang Xiangchu Feng Lei Zhang 19 1 0 18 Mar 2022
Anti-aliasing Deep Image Classifiers using Novel Depth Adaptive Blurring and Activation Function Md Tahmid Hossain S. Teng Ferdous Sohel Guojun Lu 49 13 0 03 Oct 2021
A novel network training approach for open set image recognition Md Tahmid Hossaina S. Teng Guojun Lu Ferdous Sohel 26 0 0 27 Sep 2021
Extending Isolation Forest for Anomaly Detection in Big Data via K-Means Md Tahmid Rahman Laskar J. Huang Vladan Smetana Chris Stewart Kees Pouw Aijun An Steve Chan Lei Liu 41 42 0 27 Apr 2021
Robust Image Classification Using A Low-Pass Activation Function and DCT Augmentation Md Tahmid Hossain S. Teng Ferdous Sohel Guojun Lu 16 10 0 18 Jul 2020
Image Classification in the Dark using Quanta Image Sensors Abhiram Gnanasambandam Stanley H. Chan VLM 28 36 0 03 Jun 2020