Embedded Vision

Phase Selective Convolution

Jamie Menjay Lin,

Parham Noorzad,

Yang Yang,

Nojun Kwak,

Fatih Porikli

[pdf] [supp]

[bibtex]

@InProceedings{Lin_2021_CVPR, author = {Lin, Jamie Menjay and Noorzad, Parham and Yang, Yang and Kwak, Nojun and Porikli, Fatih}, title = {Phase Selective Convolution}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3199-3208} }

Automotive Radar Interference Mitigation With Unfolded Robust PCA Based on Residual Overcomplete Auto-Encoder Blocks

Nicolae-Catalin Ristea,

Andrei Anghel,

Radu Tudor Ionescu,

Yonina C. Eldar

[pdf] [arXiv]

[bibtex]

@InProceedings{Ristea_2021_CVPR, author = {Ristea, Nicolae-Catalin and Anghel, Andrei and Ionescu, Radu Tudor and Eldar, Yonina C.}, title = {Automotive Radar Interference Mitigation With Unfolded Robust PCA Based on Residual Overcomplete Auto-Encoder Blocks}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3209-3214} }

Combining Weight Pruning and Knowledge Distillation for CNN Compression

Nima Aghli,

Eraldo Ribeiro

[pdf]

[bibtex]

@InProceedings{Aghli_2021_CVPR, author = {Aghli, Nima and Ribeiro, Eraldo}, title = {Combining Weight Pruning and Knowledge Distillation for CNN Compression}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3191-3198} }

Depth Distillation: Unsupervised Metric Depth Estimation for UAVs by Finding Consensus Between Kinematics, Optical Flow and Deep Learning

Mihai Pirvu,

Victor Robu,

Vlad Licaret,

Dragos Costea,

Alina Marcu,

Emil Slusanschi,

Rahul Sukthankar,

Marius Leordeanu

[pdf]

[bibtex]

@InProceedings{Pirvu_2021_CVPR, author = {Pirvu, Mihai and Robu, Victor and Licaret, Vlad and Costea, Dragos and Marcu, Alina and Slusanschi, Emil and Sukthankar, Rahul and Leordeanu, Marius}, title = {Depth Distillation: Unsupervised Metric Depth Estimation for UAVs by Finding Consensus Between Kinematics, Optical Flow and Deep Learning}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3215-3223} }

CASSOD-Net: Cascaded and Separable Structures of Dilated Convolution for Embedded Vision Systems and Applications

Tse-Wei Chen,

Deyu Wang,

Wei Tao,

Dongchao Wen,

Lingxiao Yin,

Tadayuki Ito,

Kinya Osa,

Masami Kato

[pdf]

[bibtex]

@InProceedings{Chen_2021_CVPR, author = {Chen, Tse-Wei and Wang, Deyu and Tao, Wei and Wen, Dongchao and Yin, Lingxiao and Ito, Tadayuki and Osa, Kinya and Kato, Masami}, title = {CASSOD-Net: Cascaded and Separable Structures of Dilated Convolution for Embedded Vision Systems and Applications}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3182-3190} }