首先说一点,PCL之OpenCV,两者之间是很相通的,就如各个编程语言,你若精通一门,则让你去学另外一种编程语言,我想你会很快上手的。 视觉与激光扫描的融合,机器人视觉,更好的模式识别算法,性能优化无止境(IPP,GPU,OMP),感知计算,认知计算,深度学习的应用等等。
- Text detection and recognition by Lluis Gomez
- HDR by Fedor Morozov and Alexander Shishkov
- KAZE/A-KAZE by Eugene Khvedchenya, the algorithm author Pablo Alcantarilla
and some improvements by F. Morozov.(12年提出的新特征,13年完善。据说也是一个很漂亮的算法,比sift surf 结果要好,pcl库已经引入了后两者,这个应该会考虑加入) - Smart segmentation and edge-aware filters by Vitaly Lyudvichenko, Yuri Gitman, Alexander Shishkov and Alexander Mordvintsev
- Car detection using Waldboost, ACF by Vlad Shakhuro and Nikita Manovich
- TLD tracker and several common-use optimization algorithms by Alex Leontiev(就是图像识别的究极模式那个视频)
- Matlab bindings by Hilton Bristow, with support from Mathworks.
- Greatly extended Python bindings, including Python 3support, and several OpenCV+Python tutorials by Alexander Mordvintsev, Abid Rahman and others.(Python很早就想学习了,ai)
- 3D Visualization using VTK by Ozan Tonkal and Anatoly Baksheev.(这是PCL的看家本领,so easy)
- RGBD module by Vincent Rabaud
- Line Segment Detector by Daniel Angelov
- Many useful Computational Photography algorithms by Siddharth Kherada
- Shape descriptors, matching and morphing shapes (shape module)by Juan Manuel Perez Rua and Ilya Lysenkov
- Long-term tracking + saliency-based improvements
(tracking module) by Antonella Cascitelli and Francesco Puja - Another good pose estimation algorithm and the tutorial on pose estimation by Edgar Riba and Alexander Shishkov
- Line descriptors and matchers by Biagio Montesano and Manuele Tambourin
- Myriads of improvements in various parts of the library by Steven Puttemans; thank you a lot, Steven!
- Several NEON optimizations by Adrian Stratulat, Cody Rigney, Alexander Petrikov, Yury Gorbachev and others.
- Fast foreach loop over cv::Mat by Kazuki Matsuda
- Image alignment (ECC algorithm) by Georgios Evangelidis
- GDAL image support by Marvin Smith
- RGBD module by Vincent Rabaud
- Fisheye camera model by Ilya Krylov
- OSX framework build script by Eugene Khvedchenya
- Multiple FLANN improvements by Pierre-Emmanuel Viel
- Improved WinRT support by Gregory Morse
- Latent SVM Cascade by Evgeniy Kozhinov and NNSU team (awaiting integration)
- Logistic regression by Rahul Kavi
- Five-point pose estimation algorithm by Bo Li
时间: 2024-10-11 18:16:21