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Image based action recognition

$30-250 USD

Annulé
Publié il y a environ 9 ans

$30-250 USD

Payé lors de la livraison
Algorithm is not specified, may design a new method or code exist algorith with matlab. It's better to incorporate context and related object with human shape(pose) to improve the action recognition. Recognition acuracy rate is requested in experiment results, comparision with no help of context and object as well. The process of modeling and training should be clear. ALL THE PROCESS IS BASED ON STILL IMAGE, NOT VIDEO. Any database adopted for the experiments should be cited. Deadline = 30 Jan 2015
N° de projet : 7015494

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6 propositions
Projet à distance
Actif à il y a 9 ans

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6 freelances proposent en moyenne $239 USD pour ce travail
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$250 USD en 7 jours
4,9 (29 commentaires)
5,9
5,9
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Hi, I am from Experts Vision and we have been doing research projects similar to this one for over 4 years, like complex activities detection in videos and facial expression recognition etc, you can see our uploaded portfolio for complete list. We have only just entered the freelancing. For your project, this is what we propose: First , we will apply background subtraction to all action images in the training set. Then we will extract the silhouette. Next we will use Principal Component Analysis to extract 28 feature vectors from each silhouette. These feature vectors will be used to get a covariance matrix. This covariance matrix will then be the input to our classification model. The covariance matrix is simple to compute and has low storage requirements, so it will ensure less execution time resulting in efficient code. For classification, we will train a Neural Network model (or SVR or K- nearest Neighbor model, if you prefer) and then train it with each training image. Finally, we will test it for unseen image data. The preprocessing steps for testing data will be the same as for training data. As for the database, if you want we can construct a database of our own as we have successfully done in the past. Regards, Hafsa Asad. Experts Vision.
$333 USD en 7 jours
4,8 (18 commentaires)
5,0
5,0
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I have worked on multiple pose estimation problems. given the number of poses needs to be implemented, it can be completed in faster pace. Please find below my expertise in image processing I am an independent Image processing researcher with 8 years of industrial experience holding a Masters degree in core image processing area. Within IP, I expertise in object recognition, document image processing, Optical character recognition, content based image retrieval etc. I have been working in aforementioned areas in developing new algorithms, writing research journals etc. I also develop algorithm for satellite images i.e. remote sensing images such as image classification, image fusion etc. I have 8+ years of experience in MATLAB and I am a pro in Matlab and average in OpenCV. I have published international papers in the above mentioned areas by developing innovative algorithms. All the published works will be shared on request. I am a newbie to Freelancer and but have handful of experience in IP. I work on freelancer at my free times and hence the account will be very old with less feedback. I believe in provinding 100% customer satisfaction for the work I do. Hope the above mentioned skills suffice to cater you're request in image processing front
$244 USD en 5 jours
5,0 (2 commentaires)
1,9
1,9
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I am a Mechanical Engineer graduated from University of Engineering and Technology, Taxilla. I have a strong background in MATLAB, SCi Lab, and mathematics. I am working in a state of the art multinational company in Pakistan. I have experienced professors and scholars at my disposal. I assure you the best quality work within the specified time. Looking forward for your consideration. Warm Regards, mali9210
$250 USD en 3 jours
5,0 (2 commentaires)
1,3
1,3
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Ainda não foi fornecida uma proposta
$111 USD en 1 jour
0,0 (0 commentaires)
0,0
0,0

À propos du client

Drapeau de INDIA
Bangalore, India
4,9
75
Méthode de paiement vérifiée
Membre depuis janv. 27, 2014

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