Traditional Computer Vision in the Age of Deep Learning


Adapting Deep Neural Networks for Pedestrian-Detection to Low-Light Conditions Without Re-Training
Vedant Shah,
Anmol Agarwal,
Tanmay Tulsidas Verlekar,
Raghavendra Singh
[pdf]
[bibtex]
@InProceedings{Shah_2021_ICCV, author = {Shah, Vedant and Agarwal, Anmol and Verlekar, Tanmay Tulsidas and Singh, Raghavendra}, title = {Adapting Deep Neural Networks for Pedestrian-Detection to Low-Light Conditions Without Re-Training}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {2535-2541} }

Robust Face Frontalization for Visual Speech Recognition
Zhiqi Kang,
Radu Horaud,
Mostafa Sadeghi
[pdf]
[bibtex]
@InProceedings{Kang_2021_ICCV, author = {Kang, Zhiqi and Horaud, Radu and Sadeghi, Mostafa}, title = {Robust Face Frontalization for Visual Speech Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {2485-2495} }

DC-VINS: Dynamic Camera Visual Inertial Navigation System With Online Calibration
Jason Rebello,
Chunshang Li,
Steven L. Waslander
[pdf]
[bibtex]
@InProceedings{Rebello_2021_ICCV, author = {Rebello, Jason and Li, Chunshang and Waslander, Steven L.}, title = {DC-VINS: Dynamic Camera Visual Inertial Navigation System With Online Calibration}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {2559-2568} }

Finite Aperture Stereo: 3D Reconstruction of Macro-Scale Scenes
Matthew Bailey,
Adrian Hilton,
Jean-Yves Guillemaut
[pdf]
[bibtex]
@InProceedings{Bailey_2021_ICCV, author = {Bailey, Matthew and Hilton, Adrian and Guillemaut, Jean-Yves}, title = {Finite Aperture Stereo: 3D Reconstruction of Macro-Scale Scenes}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {2474-2484} }

Object Detection in Cluttered Environments With Sparse Keypoint Selection
Viktor Seib,
Dietrich Paulus
[pdf]
[bibtex]
@InProceedings{Seib_2021_ICCV, author = {Seib, Viktor and Paulus, Dietrich}, title = {Object Detection in Cluttered Environments With Sparse Keypoint Selection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {2496-2505} }

Absolute and Relative Pose Estimation in Refractive Multi View
Xiao Hu,
Francois Lauze,
Kim Steenstrup Pedersen,
Jean Melou
[pdf] [supp]
[bibtex]
@InProceedings{Hu_2021_ICCV, author = {Hu, Xiao and Lauze, Francois and Pedersen, Kim Steenstrup and Melou, Jean}, title = {Absolute and Relative Pose Estimation in Refractive Multi View}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {2569-2578} }

Effect of Parameter Optimization on Classical and Learning-Based Image Matching Methods
Ufuk Efe,
Kutalmis Gokalp Ince,
A. Aydin Alatan
[pdf] [arXiv]
[bibtex]
@InProceedings{Efe_2021_ICCV, author = {Efe, Ufuk and Ince, Kutalmis Gokalp and Alatan, A. Aydin}, title = {Effect of Parameter Optimization on Classical and Learning-Based Image Matching Methods}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {2506-2513} }

A Robust End-to-End Method for Parametric Curve Tracing via Soft Cosine-Similarity-Based Objective Function
Boran Han,
Jeremy Vila
[pdf] [supp]
[bibtex]
@InProceedings{Han_2021_ICCV, author = {Han, Boran and Vila, Jeremy}, title = {A Robust End-to-End Method for Parametric Curve Tracing via Soft Cosine-Similarity-Based Objective Function}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {2453-2463} }

Towards Realistic Symmetry-Based Completion of Previously Unseen Point Clouds
Taras Rumezhak,
Oles Dobosevych,
Rostyslav Hryniv,
Vladyslav Selotkin,
Volodymyr Karpiv,
Mykola Maksymenko
[pdf]
[bibtex]
@InProceedings{Rumezhak_2021_ICCV, author = {Rumezhak, Taras and Dobosevych, Oles and Hryniv, Rostyslav and Selotkin, Vladyslav and Karpiv, Volodymyr and Maksymenko, Mykola}, title = {Towards Realistic Symmetry-Based Completion of Previously Unseen Point Clouds}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {2542-2550} }

A Technical Survey and Evaluation of Traditional Point Cloud Clustering Methods for LiDAR Panoptic Segmentation
Yiming Zhao,
Xiao Zhang,
Xinming Huang
[pdf] [arXiv]
[bibtex]
@InProceedings{Zhao_2021_ICCV, author = {Zhao, Yiming and Zhang, Xiao and Huang, Xinming}, title = {A Technical Survey and Evaluation of Traditional Point Cloud Clustering Methods for LiDAR Panoptic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {2464-2473} }

CAFT: Class Aware Frequency Transform for Reducing Domain Gap
Vikash Kumar,
Sarthak Srivastava,
Rohit Lal,
Anirban Chakraborty
[pdf] [supp]
[bibtex]
@InProceedings{Kumar_2021_ICCV, author = {Kumar, Vikash and Srivastava, Sarthak and Lal, Rohit and Chakraborty, Anirban}, title = {CAFT: Class Aware Frequency Transform for Reducing Domain Gap}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {2525-2534} }

A Closed Form Solution for Viewing Graph Construction in Uncalibrated Vision
Carlo Colombo,
Marco Fanfani
[pdf]
[bibtex]
@InProceedings{Colombo_2021_ICCV, author = {Colombo, Carlo and Fanfani, Marco}, title = {A Closed Form Solution for Viewing Graph Construction in Uncalibrated Vision}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {2551-2558} }

Building 3D Morphable Models From a Single Scan
Skylar Sutherland,
Bernhard Egger,
Joshua Tenenbaum
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Sutherland_2021_ICCV, author = {Sutherland, Skylar and Egger, Bernhard and Tenenbaum, Joshua}, title = {Building 3D Morphable Models From a Single Scan}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {2514-2524} }