計算機視覺入門的一些綜述類文章和經典pdf書籍,【3D視覺工坊】按照不同領域幫大家劃分了下,涉及影象處理、計算機視覺、自動駕駛、立體視覺、深度估計、姿態估計、OpenCV、SLAM、點雲處理、多檢視幾何、三維重建等~
綜述類文章雙目視覺的匹配演算法綜述基於立體視覺深度估計的深度學習技術研究(綜述)單目影象的深度圖估計:綜述機器視覺表面缺陷檢測綜述A Review on Object PoseRecovery: from 3D Bounding Box Detectors to Full 6D Pose EstimatorsA Survey on Deep Learning forLocalization and Mapping: Towards the Age of Spatial Machine IntelligenceA survey of variational andCNN-based optical flow techniquesMulti-sensor data fusion: Areview of the state-of-the-art(多感測器融合)Review: deep learning on 3Dpoint clouds(3D點雲的深度學習方法)3D indoor scene modeling fromRGB-D data:a surveySelf-Driving Cars: A SurveyRGB-D Odometry and SLAM:基於RGB-D的視覺里程計和SLAM綜述Image-based 3D ObjectReconstruction: State-of-the-Art and Trends in the Deep Learning Era4Deep Learning for Image andPoint Cloud Fusion in Autonomous Driving: A ReviewVisual simultaneouslocalization and mapping a surveyTopological simultaneouslocalization and mapping a surveyKalman Filter for Robot Vision:A SurveyTarget-less registration ofpoint clouds: A review【點雲無目標配準綜述】A Review of Point CloudSemantic Segmentation#【基於點雲的語義分割綜述】學習類書籍計算機視覺
計算機視覺演算法與應用(第二版)OpenCV3程式設計入門數字影象處理(岡薩雷斯,第三版)深度學習
深度學習(花書)深度學習、最佳化與識別吳恩達DeepLearning.ai中文版筆記《神經網路與深度學習》(邱錫鵬)Deep Learning for Computer Vision with PythonDeep Learning with PyTorch A practical approach to building neuralnetwork models using PyTorchSLAM
視覺SLAM十四講機率機器人(中文版)基於視覺的自主機器人導航Learning ROS for Robotics Programming多檢視幾何
計算機視覺中的多檢視幾何點雲處理
點雲庫PCL學習教程機器視覺
機器視覺演算法與應用(第一版)機器視覺演算法與應用(第二版)機器視覺(張廣軍版)程式語言
C Primer Plus(第五版)C++Primer中文版C++ STL原始碼剖析Effective C++(中文版第三版)泛型程式設計與STL中文版獲取這些書籍PDF以及Paper方式,請先關注我,然後發連結,謝謝