| 2017 | Color Restoration of Underwater Images. | Dana Menaker, Tali Treibitz, Shai Avidan |
| 2017 | Photorealistic Style Transfer with Screened Poisson Equation. | Roey Mechrez, Eli Shechtman, Lihi Zelnik-Manor |
| 2017 | A Differential Approach to Shape from Polarization. | Roberto Mecca, Fotios Logothetis, Roberto Cipolla |
| 2017 | Order-Adaptive and Illumination-Aware Variational Optical Flow Refinement. | Daniel Maurer, Michael Stoll, Andrs Bruhn |
| 2017 | Efficient Online Surface Correction for Real-time Large-Scale 3D Reconstruction. | Robert Maier, Raphael Schaller, Daniel Cremers |
| 2017 | Large-scale Continual Road Inspection: Visual Infrastructure Assessment in the Wild. | Ke Ma, Minh Hoai, Dimitris Samaras |
| 2017 | BV-CNNs: Binary Volumetric Convolutional Networks for 3D Object Recognition. | Chao Ma, Wei An, Yinjie Lei, Yulan Guo |
| 2017 | Light Cascaded Convolutional Neural Networks for Accurate Player Detection. | Keyu Lu, Jianhui Chen, James J. Little, Hangen He |
| 2017 | Supervised Scale-Regularized Linear Convolutionary Filters. | Marco Loog, Franois Lauze |
| 2017 | Multiple Instance Curriculum Learning for Weakly Supervised Object Detection. | Siyang Li, Xiangxin Zhu, Qin Huang, Hao Xu, C.-C. Jay Kuo |
| 2017 | Scale Exploiting Minimal Solvers for Relative Pose with Calibrated Cameras. | Stephan Liwicki, Christopher Zach |
| 2017 | Face Parsing via Recurrent Propagation. | Sifei Liu, Jianping Shi, Liang Ji, Ming-Hsuan Yang |
| 2017 | Adaptive Temporal Pooling for Object Detection using Dynamic Vision Sensor. | Jia Li, Feng Shi, Wei-Heng Liu, Dongqing Zou, Qiang Wang, Paul K. J. Park, Hyunsurk Ryu |
| 2017 | Improved Bilinear Pooling with CNNs. | Tsung-Yu Lin, Subhransu Maji |
| 2017 | Improved IR-Colorization using Adversarial Training and Estuary Networks. | Matthias Limmer, Hendrik P. A. Lensch |
| 2017 | Sparse and Noisy to Dense Depth Map Upsampling Based on Mesh and Colour Consistency. | Hanshin Lim, Junseok Lee |
| 2017 | Holistic, Instance-level Human Parsing. | Qizhu Li, Anurag Arnab, Philip H. S. Torr |
| 2017 | Deeply Supervised 3D Recurrent FCN for Salient Object Detection in Videos. | Trung-Nghia Le, Akihiro Sugimoto |
| 2017 | Deep Learning for 3D Localization. | Vincent Lepetit |
| 2017 | High-Resolution Stereo Matching based on Sampled Photoconsistency Computation. | Chloe LeGendre, Konstantinos Batsos, Philippos Mordohai |
| 2017 | Urban Image Stitching using Planar Perspective Guidance. | Joo Ho Lee, Seung-Hwan Baek, Min H. Kim |
| 2017 | Case-Based Histopathological Malignancy Diagnosis using Convolutional Neural Networks. | Qicheng Lao, Thomas Fevens |
| 2017 | Deep Reinforcement Learning Attention Selection For Person Re-Identification. | Xu Lan, Hangxiao Wang, Shaogang Gong, Xiatian Zhu |
| 2017 | Accelerating Computation of Exemplar-SVM by Binary Approximation based on Matrix Decomposition. | Takato Kurokawa, Yuji Yamauchi, Mitsuru Ambai, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2017 | Patch-based Interferometric Phase Estimation via Mixture of Gaussian Density Modelling & Non-local Averaging in the Complex Domain. | Joshin Krishnan, Jos M. Bioucas-Dias |