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審定:無
翻譯:羅嘉林(簡介並寄信)
編輯:朱學(簡介並寄信)



課程單元
1簡介;課程總覽
Introduction; Course Overview
關於辨識的實驗研究
Experimental Studies of Recognition
2昆蟲,章魚,與模仿昆蟲的機器人的圖形辨識
Pattern Recognition in Insects, Octopii and Insect-inspired Robots
3鳥類的圖形辨識
Pattern Recognition in Birds
4人類物體辨識的特徵基於心理物理學實驗而來的心理物理學
Characteristics of Human Object Recognition Psychophysics Based on Psychophysical Experiments
5物體辨識的大腦機制
Brain Mechanisms of Object Recognition - Neurophysiological Studies
6大腦受損對靈長纇辨識能力的影響
Effects of Brain Damage on Primate Recognition Performance
7場景認知與週遭環境對單獨物體辨識的影響
Scene Perception and Contextual Influences on Individual Object Recognition
8物體認知在兒童與成人的發展關於辨識能力的計算性研究(我認為computational翻成計算性比較恰當)
Development of Object Perception in Childhood and in Adults
Computational Studies of Recognition
9典型型態分類理論
Classical Pattern Classification Theory
10關於辨識能力的理論:
1. 基於3度空間物體模型的理論
2. 基於2度空間影像模型的理論
Theories of Recognition:
1. Theories Based on 3D Models of Recognition
2. Theories Based on 2D Image Models
11In Arlington for DARPA;線性物體模型
In Arlington for DARPA; Linear Object Models
12影像與物體對應;影像與物體分割
Image and Model Correspondence; Image and Object Segmentation
13辨識的前饋與回饋網路模型
Feedforward and Feedback Network Models of Recognition
14辨識機械系統的重要案例報告
Notable Case-Studies of Machine-Based Recognition Systems
15課堂期中考
臉孔辨識
In-class Midterm Exam
Face Recognition
16臉孔是否特殊?從生理學、神經生理學、 心理物理學,、影像與發育研究來的證據
Are Faces Special? Evidence from Physiology, Neuropsychology, Psychophysics, Imaging; Developmental Studies
17臉孔辨識是基於特徵或是整體?
對臉部明顯信號以及諷刺畫的研究
Is Face Recognition Feature-Based or Holistic? Studies of Cue Saliency in Faces; Caricaturing Effects
18感知臉部表情,注視的方向,與審美觀
Perception of Facial Affect, Gaze, and Aesthetics
19臉孔辨識的心理 - 法醫學觀點
Psycho-Forensic Aspects of Face Recognition
20應用臉孔辨識系統的案例報告
綜合與開放性議題
Case-Studies of Implemented Face Recognition Systems
Synthesis and Open Issues
21辨識對於認知:由上而下的影響
Top-down Influences of Recognition on Perception
22其他感應模組的辨識綜合與開放性議題
Recognition in Other Sensory Modalities; Synthesis and Open Questions
23麻省理工學院關於物體辨識研究之總覽
專題報告
An Overview of Object Recognition Research at MIT
Project Presentations
24專題報告
Project Presentations
25專題報告
Project Presentations

 
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