Advanced Computer Vision Course

Hello sir would you please provide me the information about Advanced Computer Vision Course from University of Central Florida and also about the list of the lectures of Advanced Computer Vision Course which happened in the month of January 2014

[Kiran Chandar]

As you are asking about the Advanced Computer Vision Course let me tell you that University of Central Florida offer you this course whose detail I have given below

Course Goals:

The main idea or we can say target behind this course is to prepare students for graduate research in computer vision.

Course Description:

Review recent advances in computer vision.

Exam and Grading Policy:

Reports 25%
Paper Presentations 10%
Discussion and Attendance 20%
Programming Projects 45%

Reports:
Summary, strengths, weaknesses, ideas, questions, tools employed.

As you are asking about the lectures list so here I am providing you the same please have a look on that

Lectures 1 & 2 - Jan 7 & 9

Introduction to the course
Maximum Likelihood Estimation
Expectation Maximization

Lecture 3 - Jan 14

L. Zhang, and L. van der Maaten, "Structure Preserving Object Tracking", CVPR 2013.

Presenter: Afshin Dehghan

Lecture 4 - Jan 16

Florent Perronnin, and Christopher Dance, "Fisher Kernels on Visual Vocabularies for Image Categorization", CVPR 2007.

Presenter: Gonzalo Vaca [slides]

Lecture 5 - Jan 21

Fisher Kernels (cont'd)

Florent Perronnin, and Christopher Dance, "Fisher Kernels on Visual Vocabularies for Image Categorization", CVPR 2007.

Presenter: Gonzalo Vaca

Lecture 6 - Jan 23

M. Chen, A. Zheng, and K. Weinberger, "Fast Image Tagging", ICML 2013.

Presenter: Mahdi Kalayeh

Lecture 7 - Jan 28

D. Oneata, J. Verbeek, and C. Schmid, "Action and Event Recognition with Fisher Vectors on a Compact Feature Set", ICCV 2013.

Presenter: Bo Yang

Lecture 8 - Jan 30

Siyu Tang, Mykhaylo Andriluka, Anton Milan, Konrad Schindler, Stefan Roth, and Bernt Schiele, "Learning People Detectors for Tracking in Crowded Scenes", ICCV 2013.

Presenter: Vinay Hegde

Lecture 9 - Feb 4

Carl Vondrick, Aditya Khosla, Tomasz Malisiewicz, and Antonio Torralba, "HOGgles: Visualizing Object Detection Features", ICCV 2013.

Presenter: Sarfaraz Hussein

Lecture 10 - Feb 6

Vignesh Ramanathan, Percy Liang, and Li Fei-Fei, "Video Event Understanding using Natural Language Descriptions", ICCV 2013.

Presenter: Somayeh Keshavarz

Lecture 11 - Feb 11

Ofir Pele, and Michael Werman, "Fast and Robust Earth Mover’s Distances", ICCV 2009.

Presenter: Yang Zhang

Lecture 12 - Feb 13

Asad Butt, and Robert Collins, "Multi-target Tracking by Lagrangian Relaxation to Min-Cost Network Flow", ICCV 2013.

Presenter: Aidean Sharghi

Lecture 13 - Feb 18

Anestis Papazoglou, and Vitto Ferrari, "Fast object segmentation in unconstrained video", ICCV 2013.

Presenter: Amir Mazaheri

Lecture 14 - Feb 20

A Tutorial on Deep Learning

by Dr. Rahul Sukthankar

Lecture 15 - Feb 25

Xiaofeng Ren, and Liefeng Bo, "Discriminatively Trained Sparse Code Gradients for Contour Detection", NIPS 2012.

Presenter: Dong Zhang

Lecture 16 - Feb 27

Matthew Zeiler, and Rob Fergus, "Visualizing and Understanding Convolutional Networks", arXiv 1311.2901, Nov 2013.

Presenter: Oliver Nina

Lecture 17 - Mar 11

Bogdan Alexe, Nicolas Heess, Yee Whye Teh, and Vittorio Ferrari, "Searching for objects driven by context", NIPS 2012.

Presenter: Khurram Soomro

Lecture 18 - Mar 13

Caglayan Dicle, Mario Sznaier, and Octavia Camps, "The Way They Move: Tracking Multiple Targets with Similar Appearance", ICCV 2013.

Presenter: Haroon Idrees

Lecture 19 - Mar 18

No paper discussion/report

Programming assignment I discussion and feedback

Lecture 20 - Mar 20

Anelia Angelova, and Shenghuo Zhu, "Efficient object detection and segmentation for fine-grained recognition", CVPR 2013.

Presenter: Guang Shu

Lecture 21 - Mar 25

Weihong Deng, Jiani Hu, and Jun Guo, "In Defense of Sparsity Based Face Recognition", CVPR 2013.

Presenter: Enrique Ortiz

Lecture 22 - Mar 27

Bowen Jiang, Lihe Zhang, Huchuan Lu, Chuan Yang, and Ming-Hsuan Yang, "Saliency Detection via Absorbing Markov Chain", ICCV 2013.

Presenter: Nasim Souly

Lecture 23 - Apr 1 [Programming Assgn II due]

Seunghoon Hong, Suha Kwak, Bohyung Han, "Orderless Tracking through Model-Averaged Posterior Estimation", ICCV 2013.

Presenter: Liuliu Wu

Lecture 24 - Apr 3

Zhenhua Wang, Qinfeng Shi, Chunhua Shen and Anton van den Hengel, "Bilinear Programming for Human Activity Recognition with Unknown MRF Graphs", CVPR 2013.

Presenter: Salman Khokhar

Lecture 25 - Apr 8

Programming assignment III -- [Due Apr 29 -- 12pm]

Lecture 26 - Apr 15

Marcus Rohrbach, Michaela Regneri, Mykhaylo Andriluka, Sikandar Amin, Manfred Pinka, and Bernt Schiele, "Script Data for Attribute-based Recognition of Composite Activities", ECCV 2012.

Presenter: Sarfaraz Hussein

Mihai Surdeanu, Julie Tibshirani, Ramesh Nallapati, and Christopher D. Manning, "Multi-instance Multi-label Learning for Relation Extraction", EMNLP-CoNLL 2012.

Presenter: Somayeh Keshavarz

Lecture 27 - Apr 17

Ming-Ming Cheng, Ziming Zhang, Wen-Yan Lin, and Philip Torr, "BING: Binarized Normed Gradients for Objectness Estimation at 300fps", CVPR 2014.

Presenter: Yang Zhang

Andrej Karpathy, George Toderici, Sanketh Shetty, Thomas Leung, Rahul Sukthankar, and Li Fei-Fei, "Large-scale Video Classification with Convolutional Neural Networks", CVPR 2014.

Presenter: Oliver Nina

Contact info

University of Central Florida
4000 Central Florida Blvd, Orlando, FL, United States ‎
+1 407-823-2000

Map

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