| Records |
| Author |
Eva Costa |
Title  |
Localitzacio i seguiment de persones amb una camera amb Pan, Tilt i Zoom |
Type |
Report |
| Year |
2001 |
Publication |
CVC Technical Report #51 |
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no |
| Call Number |
Admin @ si @ Cos2001 |
Serial |
87 |
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| Author |
Jaume Gibert |
| Title |
Learning structural representations and graph matching paradigms in the context of object recognition |
Type |
Report |
| Year |
2009 |
Publication |
CVC Technical Report |
Abbreviated Journal |
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| Volume |
143 |
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| Corporate Author |
Computer Vision Center |
Thesis |
Master's thesis |
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DAG |
Approved |
no |
| Call Number |
Admin @ si @ Gib2009 |
Serial |
2397 |
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| Author |
A. Martinez; Jordi Vitria |
| Title |
Learning mixture models with the EM algorithm and genetic algorithms |
Type |
Report |
| Year |
1998 |
Publication |
CVC Technical Report #23 |
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OR;MV |
Approved |
no |
| Call Number |
BCNPCL @ bcnpcl @ MaV1998a |
Serial |
8 |
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| Author |
Xavier Boix |
| Title |
Learning Conditional Random Fields for Stereo |
Type |
Report |
| Year |
2009 |
Publication |
CVC Technical Report |
Abbreviated Journal |
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| Volume |
136 |
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| Corporate Author |
Computer Vision Center |
Thesis |
Master's thesis |
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Place of Publication |
Bellaterra, Barcelona |
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CIC |
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no |
| Call Number |
Admin @ si @ Boi2009 |
Serial |
2395 |
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| Author |
David Vazquez; Antonio Lopez |
| Title |
Intrusion Classification in Intelligent Video Surveillance Systems |
Type |
Report |
| Year |
2008 |
Publication |
Estudis d'Enginyeria Superior en Informática |
Abbreviated Journal |
UAB |
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| Keywords |
Human detection; Car detection; Intrusion detection |
| Abstract |
An intelligent video surveillance system (IVS) is a camera-based installation able to process in real-time the images coming from the cameras. The aim is to automatically warn about different events of interest at the moment they happen. Daview system of Davantis is a com mercial example of IVS system. The problems addressed by any IVS system, and so Daview, are so challenging that none IVS system is perfect, thus, they need continuous improvement. Accordingly, this project aims to study different approaches in order to outperform current Daview performance, in particular, we bet for improving its classification core. We present an in deep study of the state of the art on IVS systems, as well as on how Daview works. Based on that knowledge, we propose four possibilities for improving Daview classification capabilities: improve existent classifiers; improve existing classifiers combination; create new classifiers and create new classifier-based architectures. Our main contribution has been the incorporation of state-of-the-art feature selection and machine learning techniques for the classification tasks, a viewpoint not fully addressed in current Daview system. After a comprehensive quantitative evaluation we will see how one of our proposals clearly outperforms the overall performance of current Daview system. In particular the classification core that we finally propose consists in an AdaBoost One-Against-All architecture that uses appearance and motion features that were already present in current Daview system |
| Address |
Bellaterra, Spain |
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PFC |
| Notes |
ADAS |
Approved |
no |
| Call Number |
ADAS @ adas @ VL2008a |
Serial |
1670 |
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| Author |
Jordi Vitria |
| Title |
Introduccio a la Morfologia Matematica |
Type |
Report |
| Year |
1996 |
Publication |
CVC Technical Report #06 |
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OR;MV |
Approved |
no |
| Call Number |
BCNPCL @ bcnpcl @ Vit1996b |
Serial |
90 |
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| Author |
Pau Baiget |
| Title |
Interpretation of Human Behavior in Image Sequences |
Type |
Report |
| Year |
2007 |
Publication |
CVC Technical Report #102 |
Abbreviated Journal |
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no |
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Admin @ si @ Bai2007 |
Serial |
816 |
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| Author |
Josep Llados |
| Title |
Interpretacio de dibuixos linials fets a ma alçada mitjançant isomorfisme entre subgrafs i transformacio de Hough |
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Report |
| Year |
1996 |
Publication |
CVC Technical Report #10 |
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DAG |
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no |
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DAG @ dag @ Lla1996 |
Serial |
85 |
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| Author |
M. Pros |
| Title |
Indexacio icònica amb 2D-String per al reconoixement de persones segons la seva vestimenta |
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Report |
| Year |
2000 |
Publication |
CVC Technical Report #44 |
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no |
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Admin @ si @ Pro2000 |
Serial |
345 |
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| Author |
M. Bressan |
| Title |
Independent modes of variation in Point Distribution models |
Type |
Report |
| Year |
2000 |
Publication |
CVC Technical Report #48 |
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no |
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Admin @ si @ Bre2000 |
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349 |
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| Author |
Ivan Huerta |
| Title |
Image-Sequence Segmentation in Uncontrolled Environments |
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Report |
| Year |
2007 |
Publication |
CVC Technical Report #115 |
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ISE @ ise @ Hue2007 |
Serial |
827 |
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| Author |
Yainuvis Socarras |
| Title |
Image segmentation for improving pedestrian detection |
Type |
Report |
| Year |
2011 |
Publication |
CVC Technical Report |
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| Volume |
167 |
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Bellaterra (Spain) |
| Corporate Author |
Computer Vision Center |
Thesis |
Master's thesis |
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ADAS; |
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Admin @ si @ Soc2011 |
Serial |
1933 |
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| Author |
David Alcalde |
| Title |
Image classification in terms of rotation-invariant pattern matching |
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| Year |
2003 |
Publication |
CVC Technical Report #73 |
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Admin @ si @ Alc2003 |
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518 |
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| Author |
Ekain Artola |
| Title |
Human Attention Map Prediction Combining Visual Features |
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| Year |
2010 |
Publication |
CVC Technical Report |
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| Volume |
160 |
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Bachelor's thesis |
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Admin @ si @ Art2010 |
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1352 |
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| Author |
Maria del Camp Davesa |
| Title |
Human action categorization in image sequences |
Type |
Report |
| Year |
2011 |
Publication |
CVC Technical Report |
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| Volume |
169 |
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Bellaterra (Spain) |
| Corporate Author |
Computer Vision Center |
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Master's thesis |
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CiC;CIC |
Approved |
no |
| Call Number |
Admin @ si @ Dav2011 |
Serial |
1934 |
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