Everything about Active object

🧭 Start here: a 6-step reading path

1. Read the overview: Active objectA 5-minute orientation
2. Skim a recent paper: Space Noncooperative Object Active Tracking With Deep Reinforcement LearningInfluential work since 2022
3. Pick up a classic book: Learning Beyond the ClassroomThe most-reprinted book on the subject
4. Read the landmark paper: Object segmentation using graph cuts based active contoursCited 135 times
5. Go sideways: Java concurrencyA closely related topic
6. Go sideways: SwingWorkerA closely related topic

🏆 Landmark papers (most cited)

• Object segmentation using graph cuts based active contours

  Ning Xu, Narendra Ahuja, Ravi Bansal · 2007 · Computer Vision and Image Understanding · 135 citations

• Next-active-object prediction from egocentric videos

  Antonino Furnari, Sebastiano Battiato, Kristen Grauman · 2017 · Journal of Visual Communication and Image Representation · 83 citations

• A Survey of Active Object Languages

  Frank De Boer, Vlad Serbanescu, Reiner Hähnle · 2017 · ACM Computing Surveys · 80 citations

• Appearance-based active object recognition

  H. Borotschnig, L. Paletta, M. Prantl · 2000 · Image and Vision Computing · 75 citations

• Tactile-based active object discrimination and target object search in an unknown workspace

  Mohsen Kaboli, Kunpeng Yao, Di Feng · 2018 · Autonomous Robots · 67 citations

• Deep active learning for object detection

  Ying Li, Binbin Fan, Weiping Zhang · 2021 · Information Sciences · 56 citations

• Object Learning Through Active Exploration

  Serena Ivaldi, Sao Mai Nguyen, Natalia Lyubova · 2014 · IEEE Transactions on Autonomous Mental Development · 53 citations

• Active 3D Object Localization Using a Humanoid Robot

  Alexander Andreopoulos, Stephan Hasler, Heiko Wersing · 2011 · IEEE Transactions on Robotics · 46 citations

🆕 Influential since 2022

• Space Noncooperative Object Active Tracking With Deep Reinforcement Learning

  Dong Zhou, Guanghui Sun, Wenxiao Lei · 2022 · IEEE Transactions on Aerospace and Electronic Systems · 45 citations

• Active Visuo-Haptic Object Shape Completion

  Lukas Rustler, Jens Lundell, Jan Kristof Behrens · 2022 · IEEE Robotics and Automation Letters · 27 citations

• Semi-supervised Active Salient Object Detection

  Yunqiu Lv, Bowen Liu, Jing Zhang · 2022 · Pattern Recognition · 26 citations

• Anti-Distractor Active Object Tracking in 3D Environments

  Mao Xi, Yun Zhou, Zheng Chen · 2022 · IEEE Transactions on Circuits and Systems for Video Technology · 23 citations

• An Active Multi-Object Ultrafast Tracking System with CNN-Based Hybrid Object Detection

  Qing Li, Shaopeng Hu, Kohei Shimasaki · 2023 · Sensors · 20 citations

📚 Books worth reading

• 📕Learning Beyond the ClassroomTom Bentley · 1998
• 📕Practicing Core ReflectionFrits G. Evelein, Fred A. J. Korthagen · 2014
• 📕Understanding and Developing Student EngagementColin Bryson · 2014
• 📕Engaging the SensesHelen J. Chatterjee, Leonie Hannan · 2016
• The game of schoolRobert L. Fried · 2005
• Publicly Engaged ScholarsPeter Levine, Margaret A. Post · 2016
• Problem-Based LearningJohn Barell · 1998
• 📕Reforma agraria confiscadaMirta Barreto · 2004

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

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