Everything about Vision

🧭 Start here: a 6-step reading path

1. Read the overview: VisionA 5-minute orientation
2. Skim a recent paper: Learning to Prompt for Vision-Language ModelsInfluential work since 2022
3. Pick up a classic book: The Art of LovingThe most-reprinted book on the subject
4. Read the landmark paper: Spintronics: A Spin-Based Electronics Vision for the FutureCited 10,899 times
5. Go sideways: AquariusA closely related topic
6. Go sideways: Oracle (disambiguation)A closely related topic

🏆 Landmark papers (most cited)

• Spintronics: A Spin-Based Electronics Vision for the Future

  S. A. Wolf, D. D. Awschalom, R. A. Buhrman · 2001 · Science · 10,899 citations

• Internet of Things (IoT): A vision, architectural elements, and future directions

  Jayavardhana Gubbi, Rajkumar Buyya, Slaven Marusic · 2013 · Future Generation Computer Systems · 10,029 citations

• Vision meets robotics: The KITTI dataset

  A Geiger, P Lenz, C Stiller · 2013 · The International Journal of Robotics Research · 9,015 citations

• Edge Computing: Vision and Challenges

  Weisong Shi, Jie Cao, Quan Zhang · 2016 · IEEE Internet of Things Journal · 8,179 citations

• The vision of autonomic computing

  J.O. Kephart, D.M. Chess · 2003 · Computer · 4,943 citations

• A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problems

  Walid Saad, Mehdi Bennis, Mingzhe Chen · 2020 · IEEE Network · 4,775 citations

• A Survey on Vision Transformer

  Kai Han, Yunhe Wang, Hanting Chen · 2023 · IEEE Transactions on Pattern Analysis and Machine Intelligence · 4,457 citations

• A versatile camera calibration technique for high-accuracy 3D machine vision metrology using off-the-shelf TV cameras and lenses

  R. Tsai · 1987 · IEEE Journal on Robotics and Automation · 4,406 citations

🆕 Influential since 2022

• Learning to Prompt for Vision-Language Models

  Kaiyang Zhou, Jingkang Yang, Chen Change Loy · 2022 · International Journal of Computer Vision · 3,422 citations

• Transformers in Vision: A Survey

  Salman Khan, Muzammal Naseer, Munawar Hayat · 2022 · ACM Computing Surveys · 3,308 citations

• A Comprehensive Review of YOLO Architectures in Computer Vision: From YOLOv1 to YOLOv8 and YOLO-NAS

  Juan Terven, Diana-Margarita Córdova-Esparza, Julio-Alejandro Romero-González · 2023 · Machine Learning and Knowledge Extraction · 3,122 citations

• Event-Based Vision: A Survey

  Guillermo Gallego, Tobi Delbruck, Garrick Orchard · 2022 · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2,500 citations

• Attention mechanisms in computer vision: A survey

  Meng-Hao Guo, Tian-Xing Xu, Jiang-Jiang Liu · 2022 · Computational Visual Media · 2,426 citations

📚 Books worth reading

• The Art of LovingErich Fromm · 1956
• Artificial Intelligence Applications and InnovationsLazaros S. Iliadis, Ilias Maglogiannis · 2006
• Artificial Intelligence and Soft ComputingLeszek Rutkowski · 2012
• Intelligent Robotics and ApplicationsHonghai Liu · 2010
• From the Corner of His EyeDean Koontz · 2000
• Interaction of ColourJoseph Albers · 1963
• The art of seeingAldous Huxley · 1942
• The doors of perceptionAldous Huxley · 1954

Ranked by number of editions on Open Library, a rough measure of how lasting a book is.

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