Riconoscimento delle emozioni facciali mediante rete neurale convoluzionale
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Riconoscimento delle emozioni facciali mediante rete neurale convoluzionale

Riconoscimento delle emozioni facciali mediante rete neurale convoluzionale


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About the Book

Questo libro riassume il riconoscimento delle espressioni facciali e identifica l'emozione da un'immagine del volto, che è una manifestazione dell'attività e della personalità di un essere umano. Nel XX secolo, gli psicologi americani Ekman e Friesen hanno definito sei emozioni di base (rabbia, paura, disgusto, tristezza, sorpresa e felicità), che sono le stesse in tutte le culture. Il riconoscimento delle espressioni facciali ha suscitato grande attenzione negli ultimi anni per il suo impatto sulla pratica clinica, sulla robotica sociale e sull'istruzione. Abbiamo presentato un modello di rete neurale convoluzionale per il riconoscimento delle espressioni facciali degli studenti . Il modello proposto comprende 4 strati convoluzionali, 4 strati di max-pooling e 2 strati completamente connessi. Ilsistema riconosce i volti dalle immagini di input degli studenti utilizzando un rilevatore Haar-like e li classifica in sette espressioni facciali: sorpresa, paura, disgusto, tristezza, felicità, rabbia e neutro.


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Product Details
  • ISBN-13: 9786205887837
  • Publisher: KS Omniscriptum Publishing
  • Publisher Imprint: Edizioni Sapienza
  • Height: 229 mm
  • No of Pages: 60
  • Spine Width: 4 mm
  • Width: 152 mm
  • ISBN-10: 6205887835
  • Publisher Date: 11 Apr 2023
  • Binding: Paperback
  • Language: Italian
  • Returnable: N
  • Weight: 150 gr


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Riconoscimento delle emozioni facciali mediante rete neurale convoluzionale
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Riconoscimento delle emozioni facciali mediante rete neurale convoluzionale
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