Search Results - "Shohreh Kasaei"

Benign and malignant breast tumors classification based on region growing and CNN segmentation by Rouhi, Rahimeh, Jafari, Mehdi, Kasaei, Shohreh, Keshavarzian, Peiman

“…•CNN templates are generated using a genetic algorithm to segment mammograms.•An adaptive threshold is computed in region growing process by using ANN and…”
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LPF-Defense: 3D adversarial defense based on frequency analysis by Naderi, Hanieh, Noorbakhsh, Kimia, Etemadi, Arian, Kasaei, Shohreh

“…The 3D point clouds are increasingly being used in various application including safety-critical fields. It has recently been demonstrated that deep neural…”
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A survey on indoor RGB-D semantic segmentation: from hand-crafted features to deep convolutional neural networks by Fooladgar, Fahimeh, Kasaei, Shohreh

“…Semantic segmentation is one of the most important tasks in the field of computer vision. It is the main step towards scene understanding. With the advent of…”
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Event Detection and Summarization in Soccer Videos Using Bayesian Network and Copula by Tavassolipour, Mostafa, Karimian, Mahmood, Kasaei, Shohreh

“…Semantic video analysis and automatic concept extraction play an important role in several applications; including content-based search engines, video…”
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Lightweight residual densely connected convolutional neural network by Fooladgar, Fahimeh, Kasaei, Shohreh

“…Extremely efficient convolutional neural network architectures are one of the most important requirements for limited-resource devices (such as embedded and…”
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NRSfPP: non-rigid structure-from-perspective projection by Sepehrinour, Maryam, Kasaei, Shohreh

“…A state-of-the-art algorithm for perspective projection reconstruction of non-rigid surfaces from single-view and realistic videos is proposed. It overcomes…”
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Efficient scale estimation methods using lightweight deep convolutional neural networks for visual tracking by Marvasti-Zadeh, Seyed Mojtaba, Ghanei-Yakhdan, Hossein, Kasaei, Shohreh

“…In recent years, visual tracking methods that are based on discriminative correlation filters (DCFs) have been very promising. However, most of these methods…”
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Adaptive exploitation of pre-trained deep convolutional neural networks for robust visual tracking by Marvasti-Zadeh, Seyed Mojtaba, Ghanei-Yakhdan, Hossein, Kasaei, Shohreh

“…Due to the automatic feature extraction procedure via multi-layer nonlinear transformations, the deep learning-based visual trackers have recently achieved a…”
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Uncalibrated multi-view multiple humans association and 3D pose estimation by adversarial learning by Ershadi-Nasab, Sara, Kasaei, Shohreh, Sanaei, Esmaeil

“…Multiple human 3D pose estimation is a useful but challenging task in computer vison applications. The ambiguities in estimation of 2D and 3D poses of multiple…”
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Automatic segmentation of mandible in panoramic x-ray by Abdi, Amir Hossein, Kasaei, Shohreh, Mehdizadeh, Mojdeh

“…As the panoramic x-ray is the most common extraoral radiography in dentistry, segmentation of its anatomical structures facilitates diagnosis and registration…”
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High‐order Markov random field for single depth image super‐resolution by Elham Shabaninia, Ahmad Reza Naghsh‐Nilchi, Shohreh Kasaei

“…Although there is an increasing interest in employing the depth data in computer vision applications, the spatial resolution of depth maps is still limited…”
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Classification of Healthy and Frozen Pomegranates Using Hyperspectral Imaging and Deep Learning by Mousavi, Ali, Pourdarbani, Raziyeh, Sabzi, Sajad, Sotoudeh, Dorrin, Moradzadeh, Mehrab, García-Mateos, Ginés, Kasaei, Shohreh, Rohban, Mohammad H.

“…Pomegranate is a temperature-sensitive fruit during postharvest storage. If exposed to cold temperatures above its freezing point for a long time, it will…”
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Head pose estimation and face recognition using a non‐linear tensor‐based model by Hadis Mohseni Takallou, Shohreh Kasaei

“…Although the ability to estimate the face pose and recognise its identity are common human abilities, they are still a challenge in computer vision context. In…”
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An efficient PCA-based color transfer method by Abadpour, Arash, Kasaei, Shohreh

“…Color information of natural images can be considered as a highly correlated vector space. Many different color spaces have been proposed in the literature…”
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Change Detection in Optical Remote Sensing Images Using Difference-Based Methods and Spatial Information by Dianat, R., Kasaei, S.

“…A new and general framework-called modified polynomial regression (MPR)-is introduced in this letter, which detects the changes that occurred in remote sensing…”
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A Survey on Deep Learning Based Approaches for Action and Gesture Recognition in Image Sequences by Asadi-Aghbolaghi, Maryam, Clapes, Albert, Bellantonio, Marco, Escalante, Hugo Jair, Ponce-Lopez, Victor, Baro, Xavier, Guyon, Isabelle, Kasaei, Shohreh, Escalera, Sergio

“…The interest in action and gesture recognition has grown considerably in the last years. In this paper, we present a survey on current deep learning…”
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Fuzzy Image Segmentation Using Membership Connectedness by Hasanzadeh, Maryam, Kasaei, Shohreh

“…Fuzzy connectedness and fuzzy clustering are two well-known techniques for fuzzy image segmentation. The former considers the relation of pixels in the spatial…”
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Deep Learning for Visual Tracking: A Comprehensive Survey by Marvasti-Zadeh, Seyed Mojtaba, Cheng, Li, Ghanei-Yakhdan, Hossein, Kasaei, Shohreh

“…Visual target tracking is one of the most sought-after yet challenging research topics in computer vision. Given the ill-posed nature of the problem and its…”
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Information-Theoretic Analysis of Minimax Excess Risk by Hafez-Kolahi, Hassan, Moniri, Behrad, Kasaei, Shohreh

“…Two main concepts studied in machine learning theory are generalization gap (difference between train and test error) and excess risk (difference between test…”
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Dynamic 3D Hand Gesture Recognition by Learning Weighted Depth Motion Maps by Azad, Reza, Asadi-Aghbolaghi, Maryam, Kasaei, Shohreh, Escalera, Sergio

“…Hand gesture recognition (HGR) from sequences of depth maps is a challenging computer vision task because of the low inter-class and high intra-class…”
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