SlideShare a Scribd company logo
1 of 11
Download to read offline
CVPR ICCV
GAN GAN
I. Goodfellow, J. Pouget-Abadie, M. Mirza, B. Xu, D. Warde-Farley, S. Ozair, A. Courville, and
Y. Bengio. Generative adversarial nets. In Advances in Neural Information Processing Systems
27







WIDER FACE




(1)GAN End To End Network
(2)












10x10




2018 CVPR
Finding Tiny Faces in the Wild
with Generative Adversarial Network
Yancheng Bai, Yongqiang Zhang, Mingli Ding,
Bernard Ghanem
http://openaccess.thecvf.com/content_cvpr_2018/papers/
Bai_Finding_Tiny_Faces_CVPR_2018_paper.pdf
YOLO
J. Redmon, S. Divvala, R. Girshick, and A. Farhadi. You only look once: Unified, real-time
object detection. In Proceedings of the IEEE Conference on Computer Vision and Pattern
Recognition







VOC2007, 2012 YOLO SSD




(1) (
(2)deconvolution




Manual Engeneering






SSD YOLO




2017 ICCV
DeNet: Scalable Real-time Object Detection
with Directed Sparse Sampling
Lachlan Tychsen-Smith, Lars Petersson
http://openaccess.thecvf.com/content_ICCV_2017/papers/
Tychsen-Smith_DeNet_Scalable_Real-
SLAM
J. Engel, T. Schops, and D. Cremers. LSD-SLAM: Largescale direct monocular SLAM. In
Proceedings of European Conference on Computer Vision (ECCV), 2014.







Oxford RobotCar Dataset




(1)
(2)




PoseNet 

(










2018 CVPR
Geometry-Aware Learning of Maps
for Camera Localization
Samarth Brahmbhatt, Jinwei Gu, Kihwan Kim,
James Hays, Jan Kautz
http://openaccess.thecvf.com/content_cvpr_2018/papers/
Brahmbhatt_Geometry-Aware_Learning_of_CVPR_2018_paper.pdf
2018 CVPR
Oxford Robotcar Dataset








VQA: Visual Question Answering




(1)
(2)
(3)




VizWiz (




2018 CVPR
VizWiz Grand Challenge:
Answering Visual Questions from Blind People
Danna Gurari, Qing Li, Abigale J. Stangl, Anhong Guo,
Chi Lin, Kristen Grauman, Jiebo Luo, and Jeffrey P.
http://openaccess.thecvf.com/content_cvpr_2018/papers/
Gurari_VizWiz_Grand_Challenge_CVPR_2018_paper.pdf
(1)LSTM
(2)








2018 CVPR
Who Let The Dogs Out?
Modeling Dog Behavior From Visual Data
Kiana Ehsani, Hessam Bagherinezhad, Joseph Redmon
Roozbeh Mottaghi, Ali Farhadi
http://openaccess.thecvf.com/content_cvpr_2018/papers/
Ehsani_Who_Let_the_CVPR_2018_paper.pdf
P. Agrawal, J. Carreira, and J. Malik. Learning to see by moving





GoPro










2018 CVPR








ChaLearn IsoGD NVIDIA




A. Karpathy, G. Toderici, S. Shetty, T. Leung, R. Sukthankar, and L. Fei-Fei. Large-scale video
classification with convolutional neural networks







(1)
(2)RGB




accuracy 





(FOANet)




2018 CVPR
Gesture Recognition: Focus on the Hands
Pradyumna Narayana, J. Ross Beveridge, Bruce A. Draper
http://openaccess.thecvf.com/content_cvpr_2018/papers/
Narayana_Gesture_Recognition_Focus_CVPR_2018_paper.pdf
•
• OK
•

More Related Content

Similar to 落合式でCVPR・ICCVを読んでまとめてみた

AI&BigData Lab 2016. Артем Чернодуб: Обучение глубоких, очень глубоких и реку...
AI&BigData Lab 2016. Артем Чернодуб: Обучение глубоких, очень глубоких и реку...AI&BigData Lab 2016. Артем Чернодуб: Обучение глубоких, очень глубоких и реку...
AI&BigData Lab 2016. Артем Чернодуб: Обучение глубоких, очень глубоких и реку...GeeksLab Odessa
 
Deepfakes: An Emerging Internet Threat and their Detection
Deepfakes: An Emerging Internet Threat and their DetectionDeepfakes: An Emerging Internet Threat and their Detection
Deepfakes: An Emerging Internet Threat and their DetectionSymeon Papadopoulos
 
Autonomous Learning of Robust Visual Object Detection & Identification on a H...
Autonomous Learning of Robust Visual Object Detection & Identification on a H...Autonomous Learning of Robust Visual Object Detection & Identification on a H...
Autonomous Learning of Robust Visual Object Detection & Identification on a H...Juxi Leitner
 
IRJET- A Survey on Object Detection using Deep Learning Techniques
IRJET- A Survey on Object Detection using Deep Learning TechniquesIRJET- A Survey on Object Detection using Deep Learning Techniques
IRJET- A Survey on Object Detection using Deep Learning TechniquesIRJET Journal
 
MixTaiwan20180926國立台灣科技大學
MixTaiwan20180926國立台灣科技大學MixTaiwan20180926國立台灣科技大學
MixTaiwan20180926國立台灣科技大學Mix Taiwan
 
Godeye An Efficient System for Blinds
Godeye An Efficient System for BlindsGodeye An Efficient System for Blinds
Godeye An Efficient System for Blindsijtsrd
 
You only look once model-based object identification in computer vision
You only look once model-based object identification in computer visionYou only look once model-based object identification in computer vision
You only look once model-based object identification in computer visionIAESIJAI
 
Deep Learning for Computer Vision (3/4): Video Analytics @ laSalle 2016
Deep Learning for Computer Vision (3/4): Video Analytics @ laSalle 2016Deep Learning for Computer Vision (3/4): Video Analytics @ laSalle 2016
Deep Learning for Computer Vision (3/4): Video Analytics @ laSalle 2016Universitat Politècnica de Catalunya
 
DEEPFAKE DETECTION TECHNIQUES: A REVIEW
DEEPFAKE DETECTION TECHNIQUES: A REVIEWDEEPFAKE DETECTION TECHNIQUES: A REVIEW
DEEPFAKE DETECTION TECHNIQUES: A REVIEWvivatechijri
 
From Vision to Actions - Towards Adaptive & Autonomous Humanoid Robots [PhD D...
From Vision to Actions - Towards Adaptive & Autonomous Humanoid Robots [PhD D...From Vision to Actions - Towards Adaptive & Autonomous Humanoid Robots [PhD D...
From Vision to Actions - Towards Adaptive & Autonomous Humanoid Robots [PhD D...Juxi Leitner
 
YOLO: An Efficient Real Time Object Detection Algorithm.pptx
YOLO: An Efficient Real Time Object Detection Algorithm.pptxYOLO: An Efficient Real Time Object Detection Algorithm.pptx
YOLO: An Efficient Real Time Object Detection Algorithm.pptxAshwin Shaji
 
Real Time Object Detection with Audio Feedback using Yolo v3
Real Time Object Detection with Audio Feedback using Yolo v3Real Time Object Detection with Audio Feedback using Yolo v3
Real Time Object Detection with Audio Feedback using Yolo v3ijtsrd
 

Similar to 落合式でCVPR・ICCVを読んでまとめてみた (12)

AI&BigData Lab 2016. Артем Чернодуб: Обучение глубоких, очень глубоких и реку...
AI&BigData Lab 2016. Артем Чернодуб: Обучение глубоких, очень глубоких и реку...AI&BigData Lab 2016. Артем Чернодуб: Обучение глубоких, очень глубоких и реку...
AI&BigData Lab 2016. Артем Чернодуб: Обучение глубоких, очень глубоких и реку...
 
Deepfakes: An Emerging Internet Threat and their Detection
Deepfakes: An Emerging Internet Threat and their DetectionDeepfakes: An Emerging Internet Threat and their Detection
Deepfakes: An Emerging Internet Threat and their Detection
 
Autonomous Learning of Robust Visual Object Detection & Identification on a H...
Autonomous Learning of Robust Visual Object Detection & Identification on a H...Autonomous Learning of Robust Visual Object Detection & Identification on a H...
Autonomous Learning of Robust Visual Object Detection & Identification on a H...
 
IRJET- A Survey on Object Detection using Deep Learning Techniques
IRJET- A Survey on Object Detection using Deep Learning TechniquesIRJET- A Survey on Object Detection using Deep Learning Techniques
IRJET- A Survey on Object Detection using Deep Learning Techniques
 
MixTaiwan20180926國立台灣科技大學
MixTaiwan20180926國立台灣科技大學MixTaiwan20180926國立台灣科技大學
MixTaiwan20180926國立台灣科技大學
 
Godeye An Efficient System for Blinds
Godeye An Efficient System for BlindsGodeye An Efficient System for Blinds
Godeye An Efficient System for Blinds
 
You only look once model-based object identification in computer vision
You only look once model-based object identification in computer visionYou only look once model-based object identification in computer vision
You only look once model-based object identification in computer vision
 
Deep Learning for Computer Vision (3/4): Video Analytics @ laSalle 2016
Deep Learning for Computer Vision (3/4): Video Analytics @ laSalle 2016Deep Learning for Computer Vision (3/4): Video Analytics @ laSalle 2016
Deep Learning for Computer Vision (3/4): Video Analytics @ laSalle 2016
 
DEEPFAKE DETECTION TECHNIQUES: A REVIEW
DEEPFAKE DETECTION TECHNIQUES: A REVIEWDEEPFAKE DETECTION TECHNIQUES: A REVIEW
DEEPFAKE DETECTION TECHNIQUES: A REVIEW
 
From Vision to Actions - Towards Adaptive & Autonomous Humanoid Robots [PhD D...
From Vision to Actions - Towards Adaptive & Autonomous Humanoid Robots [PhD D...From Vision to Actions - Towards Adaptive & Autonomous Humanoid Robots [PhD D...
From Vision to Actions - Towards Adaptive & Autonomous Humanoid Robots [PhD D...
 
YOLO: An Efficient Real Time Object Detection Algorithm.pptx
YOLO: An Efficient Real Time Object Detection Algorithm.pptxYOLO: An Efficient Real Time Object Detection Algorithm.pptx
YOLO: An Efficient Real Time Object Detection Algorithm.pptx
 
Real Time Object Detection with Audio Feedback using Yolo v3
Real Time Object Detection with Audio Feedback using Yolo v3Real Time Object Detection with Audio Feedback using Yolo v3
Real Time Object Detection with Audio Feedback using Yolo v3
 

Recently uploaded

Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsMaria Levchenko
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonAnna Loughnan Colquhoun
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdflior mazor
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...Neo4j
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobeapidays
 
Tech Trends Report 2024 Future Today Institute.pdf
Tech Trends Report 2024 Future Today Institute.pdfTech Trends Report 2024 Future Today Institute.pdf
Tech Trends Report 2024 Future Today Institute.pdfhans926745
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century educationjfdjdjcjdnsjd
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?Igalia
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slidevu2urc
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)wesley chun
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityPrincipled Technologies
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024The Digital Insurer
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAndrey Devyatkin
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Miguel Araújo
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Drew Madelung
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge
 

Recently uploaded (20)

Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdf
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
 
Tech Trends Report 2024 Future Today Institute.pdf
Tech Trends Report 2024 Future Today Institute.pdfTech Trends Report 2024 Future Today Institute.pdf
Tech Trends Report 2024 Future Today Institute.pdf
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century education
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 

落合式でCVPR・ICCVを読んでまとめてみた

  • 2.
  • 3. GAN GAN I. Goodfellow, J. Pouget-Abadie, M. Mirza, B. Xu, D. Warde-Farley, S. Ozair, A. Courville, and Y. Bengio. Generative adversarial nets. In Advances in Neural Information Processing Systems 27
 
 
 
 WIDER FACE 
 
 (1)GAN End To End Network (2) 
 
 
 
 
 
 10x10 
 
 2018 CVPR Finding Tiny Faces in the Wild with Generative Adversarial Network Yancheng Bai, Yongqiang Zhang, Mingli Ding, Bernard Ghanem http://openaccess.thecvf.com/content_cvpr_2018/papers/ Bai_Finding_Tiny_Faces_CVPR_2018_paper.pdf
  • 4. YOLO J. Redmon, S. Divvala, R. Girshick, and A. Farhadi. You only look once: Unified, real-time object detection. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition
 
 
 
 VOC2007, 2012 YOLO SSD 
 
 (1) ( (2)deconvolution 
 
 Manual Engeneering 
 
 
 SSD YOLO 
 
 2017 ICCV DeNet: Scalable Real-time Object Detection with Directed Sparse Sampling Lachlan Tychsen-Smith, Lars Petersson http://openaccess.thecvf.com/content_ICCV_2017/papers/ Tychsen-Smith_DeNet_Scalable_Real-
  • 5. SLAM J. Engel, T. Schops, and D. Cremers. LSD-SLAM: Largescale direct monocular SLAM. In Proceedings of European Conference on Computer Vision (ECCV), 2014.
 
 
 
 Oxford RobotCar Dataset 
 
 (1) (2) 
 
 PoseNet 
 ( 
 
 
 
 
 2018 CVPR Geometry-Aware Learning of Maps for Camera Localization Samarth Brahmbhatt, Jinwei Gu, Kihwan Kim, James Hays, Jan Kautz http://openaccess.thecvf.com/content_cvpr_2018/papers/ Brahmbhatt_Geometry-Aware_Learning_of_CVPR_2018_paper.pdf
  • 7. 
 
 
 
 VQA: Visual Question Answering 
 
 (1) (2) (3) 
 
 VizWiz ( 
 
 2018 CVPR VizWiz Grand Challenge: Answering Visual Questions from Blind People Danna Gurari, Qing Li, Abigale J. Stangl, Anhong Guo, Chi Lin, Kristen Grauman, Jiebo Luo, and Jeffrey P. http://openaccess.thecvf.com/content_cvpr_2018/papers/ Gurari_VizWiz_Grand_Challenge_CVPR_2018_paper.pdf
  • 8. (1)LSTM (2) 
 
 
 
 2018 CVPR Who Let The Dogs Out? Modeling Dog Behavior From Visual Data Kiana Ehsani, Hessam Bagherinezhad, Joseph Redmon Roozbeh Mottaghi, Ali Farhadi http://openaccess.thecvf.com/content_cvpr_2018/papers/ Ehsani_Who_Let_the_CVPR_2018_paper.pdf
  • 9. P. Agrawal, J. Carreira, and J. Malik. Learning to see by moving
 
 
 GoPro 
 
 
 
 
 2018 CVPR 
 
 
 

  • 10. ChaLearn IsoGD NVIDIA 
 
 A. Karpathy, G. Toderici, S. Shetty, T. Leung, R. Sukthankar, and L. Fei-Fei. Large-scale video classification with convolutional neural networks
 
 
 
 (1) (2)RGB 
 
 accuracy 
 
 
 (FOANet) 
 
 2018 CVPR Gesture Recognition: Focus on the Hands Pradyumna Narayana, J. Ross Beveridge, Bruce A. Draper http://openaccess.thecvf.com/content_cvpr_2018/papers/ Narayana_Gesture_Recognition_Focus_CVPR_2018_paper.pdf