| 2022 | Light Field Image Quality Assessment with Dense Atrous Convolutions. | Sana Alamgeer, Mylne C. Q. Farias |
| 2022 | Bregman Plug-And-Play Priors. | Abdullah H. Al-Shabili, Xiaojian Xu, Ivan W. Selesnick, Ulugbek S. Kamilov |
| 2022 | Slicing Aided Hyper Inference and Fine-Tuning for Small Object Detection. | Fatih Cagatay Akyon, Sinan Onur Altinuc, Alptekin Temizel |
| 2022 | Deep Ensemble Learning Model Based on Covariance Pooling of Multi-Layer CNN Features. | Sara Akodad, Lionel Bombrun, Maria Puscasu, Junshi Xia, Christian Germain, Yannick Berthoumieu |
| 2022 | Anomalib: A Deep Learning Library for Anomaly Detection. | Samet Akcay, Dick Ameln, Ashwin Vaidya, Barath Lakshmanan, Nilesh A. Ahuja, Ergin Utku Genc |
| 2022 | NLCMAP: A Framework for the Efficient Mapping of Non-Linear Convolutional Neural Networks on FPGA Accelerators. | Giuseppe Aiello, Beatrice Bussolino, Emanuele Valpreda, Massimo Ruo Roch, Guido Masera, Maurizio Martina, Stefano Marsi |
| 2022 | Balanced Affinity Loss for Highly Imbalanced Baggage Threat Contour-Driven Instance Segmentation. | Abdelfatah Hassan Ahmed, Ahmad Obeid, Divya Velayudhan, Taimur Hassan, Ernesto Damiani, Naoufel Werghi |
| 2022 | Measuring Class-Imbalance Sensitivity of Deterministic Performance Evaluation Metrics. | Azim Ahmadzadeh, Rafal A. Angryk |
| 2022 | A Comparison of Regularization Methods for Near-Light-Source Perspective Shape-from-Shading. | Bilal Ahmad, Pl Anders Floor, Ivar Farup |
| 2022 | SRL-SOA: Self-Representation Learning with Sparse 1D-Operational Autoencoder for Hyperspectral Image Band Selection. | Mete Ahishali, Serkan Kiranyaz, Iftikhar Ahmad, Moncef Gabbouj |
| 2022 | Spline Human Motion Recovery. | Antonio Agudo |
| 2022 | Depthformer: Multiscale Vision Transformer for Monocular Depth Estimation with Global Local Information Fusion. | Ashutosh Agarwal, Chetan Arora |
| 2022 | Efficient Scalable 360-degree Video Compression Scheme using 3D Cuboid Partitioning. | Fariha Afsana, Manoranjan Paul, M. Manzur Murshed, David Taubman |
| 2022 | Bounding Box Disparity: 3D Metrics for Object Detection with Full Degree of Freedom. | Michael G. Adam, Martin Piccolrovazzi, Sebastian Eger, Eckehard G. Steinbach |
| 2022 | Entropy-Based Feature Extraction for Real-Time Semantic Segmentation. | Lusine Abrahamyan, Nikos Deligiannis |
| 2022 | Self-Supervised Learning of Optical Flow, Depth, Camera Pose and Rigidity Segmentation with Occlusion Handling. | Rokia Abdein, Xuezhi Xiang, Ning Lv |
| 2022 | Adversarial Examples for Good: Adversarial Examples Guided Imbalanced Learning. | Jie Zhang, Lei Zhang, Gang Li, Chao Wu |
| 2022 | Generalized Deep Internal Learning for Hyperspectral Image Super Resolution. | Zhe Liu, Xian-Hua Han |
| 2022 | Unsupervised Generative Network for Blind Hyperspectral Image Super-Resolution. | Zhe Liu, Xianhua Han, Jiande Sun, Yen-Wei Chen |
| 2022 | Learned Video Compression With Residual Prediction And Feature-Aided Loop Filter. | Chao Liu, Heming Sun, Xiaoyang Zeng, Yibo Fan |
| 2022 | An Open Dataset for Video Coding for Machines Standardization. | Wen Gao, Xiaozhong Xu, Matthew Qin, Shan Liu |
| 2022 | PASTS: Toward Effective Distilling Transformer for Panoramic Semantic Segmentation. | Jihyun Kim, Somi Jeong, Kwanghoon Sohn |
| 2022 | Texture-Guided End-to-End Depth Map Compression. | Bo Peng, Yuying Jing, Dengchao Jin, Xiangrui Liu, Zhaoqing Pan, Jianjun Lei |
| 2022 | An Efficient Scheme of Multi-Hypothesis Motion Compensated Prediction for Video Coding Applications. | Bohan Li, Jingning Han, Yaowu Xu |
| 2022 | Distilling Facial Knowledge with Teacher-Tasks: Semantic-Segmentation-Features For Pose-Invariant Face-Recognition. | Ali Hassani, Zaid A. El-Shair, Rafi Ud Daula Refat, Hafiz Malik |