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activities:theme1:projects:video:index [2012/02/13 17:21] 28006287 |
activities:theme1:projects:video:index [2016/01/05 14:43] (current) janin |
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* [[members:pierre.jannin:index|Pierre Jannin]] - Leader | * [[members:pierre.jannin:index|Pierre Jannin]] - Leader | ||
- | * [[members:florent.lalys:index|Florent Lalys]] - PhD student | + | * [[members:florent.lalys:index|Florent Lalys]] - Post doc |
* [[members:laurent.riffaud:index|Laurent Riffaud]] - Medical expert | * [[members:laurent.riffaud:index|Laurent Riffaud]] - Medical expert | ||
* [[members:david.bouget:index|David Bouget]] - PhD student | * [[members:david.bouget:index|David Bouget]] - PhD student | ||
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{{:activities:theme1:projects:video:workflow_tmi.jpg|}} | {{:activities:theme1:projects:video:workflow_tmi.jpg|}} | ||
- | Then, our framework was validated on two various datasets, including one specific types of neurosurgical interventions and one type of ophthalmological surgery. The figure show the different surgical phases that have been defined by surgeons. | + | Then, our framework was validated on two various datasets, including one specific types of neurosurgical interventions and one type of ophthalmological surgery. The following figures show the different surgical phases that have been defined by surgeons. |
- | With this system, we are now able to recognize the surgical phase of every unknown image by computing its signature and then classifying it with machine learning techniques.This will enable the system to be used in clinical applications such as post-operative video indexation. | ||
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Definition of 6 surgical phases in Hypophyse surgeries : | Definition of 6 surgical phases in Hypophyse surgeries : | ||
{{ :activities:theme1:projects:video:hypophyse.png?560x250 }}\\ | {{ :activities:theme1:projects:video:hypophyse.png?560x250 }}\\ | ||
Definition of 8 surgical phases in Cataract surgeries : | Definition of 8 surgical phases in Cataract surgeries : | ||
- | {{ :activities:theme1:projects:video:cataract.png?512x188 }} | + | {{ :activities:theme1:projects:video:8_etape_cataracte.jpg?600 }}\\ |
+ | With this system, we are now able to recognize the surgical phase of every unknown image by computing its signature and then classifying it with machine learning techniques.This will enable the system to be used in clinical applications such as post-operative video indexation. | ||
- | ====== Demonstration ====== | + | ==== Results ==== |
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+ | === Demonstration === | ||
Here is a demonstration of the system, in the context of cataract surgeries : | Here is a demonstration of the system, in the context of cataract surgeries : | ||
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<flashplayer width=600 height=400>file=https://www.irisa.fr/visages/old/team/lalys/demo_these.flv</flashplayer>\\ | <flashplayer width=600 height=400>file=https://www.irisa.fr/visages/old/team/lalys/demo_these.flv</flashplayer>\\ | ||
+ | ====== Publications ====== | ||
+ | |||
+ | <html> | ||
+ | <span id="halpublispm"> | ||
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+ | <p><iframe width="99%" scrolling="no" height="2000" frameborder="0" src=" | ||
+ | https://haltools.archives-ouvertes.fr/Public/afficheRequetePubli.php?annee_publideb=1996&collection_exp=LTSI%3BUNIV-RENNES1&solrQuery=%28authFullName_t%3A%22jannin%22+AND+authFullName_t%3A%22lalys%22+AND+authFullName_t%3A%22riffaud%22%29&CB_auteur=oui&CB_titre=oui&CB_article=oui&langue=Anglais&tri_exp=annee_publi&tri_exp2=typdoc&tri_exp3=date_publi& amp;ord re_aff=TA&Fen=Aff&css=https://halur1.univ-rennes1.fr/css/publis-HAL.css></iframe></p> | ||
+ | |||
+ | </span> | ||
+ | </html> |