[PDF] Top 20 Effect of Salient Features in Object Recognition

... Table 3: SURF Results with and without saliency on UIUC dataset.Number of images used for training=200, and number of images used for test=50 Category.. SURF without Saliency.[r] ... See full document

... intact object-in-place performance at the short ...the object-in-place is inherently more difficult than the SOR and temporal order versions, because it requires memory for four items rather than ... See full document

... visual recognition system, that, given a target image, is able to find all other images of that individual within a typical photo collection or web ...facial features are most important for ... See full document

... the salient features of the Herschel Bulkley blood flow model, the effect of vital parameters defining flow geometries and fluid behavior such as Reynolds Number, Froude number, inclination angle for ... See full document

... Viscosity and heat conduction are negligible, in most of the cases, but where large gradients of temperature and velocity develop, they become important. Viscosity and heat conduction have the effect of smoothing ... See full document

... distribution features of the image, and fuses the color contrast map with the optimized color space distribution map to obtain the final saliency ...the salient objects of the image effectively and reduce ... See full document

... modal salient detection methods for RGB images, their multi- modal counterparts generally perform better, especially when the input RGB images have poor visual quality ...small salient objects, but poorly ... See full document

... embedding features, denoted as ...embedding features can effectively enhance the localization and detec- tion capability of the saliency ...side-output features and stage-wise predictions, RFIN can ... See full document

... on salient object detection is [48], which formulates saliency detection as a binary segmen- tation ...highlight salient objects with respect to their contexts in terms of low-level feature ... See full document

... effective features from the static ...extract features from these ...effective features from the faces, some areas on the faces do not align well during this ...the salient areas is firstly ... See full document

... recognizing object classes [10], ...shape features which describe the whole contour of object ...shape features is that they can be extracted and matched with minimal computational time ... See full document

... The humanoid used for this project is NAO (figure 1.1). NAO is manufactured by the French company Aldebaran Robotics. It has a heigth of 58 cm and weights 4.3 kg [8]. The humanoids equipment includes two CMOS digital ... See full document

... in salient object detection using graph theory, the approach still suffers from accuracy problems when the image is characterized by a complex structure, either in the foreground or background, causing ... See full document

... Salient Features and Basis for APTTA The salient features of APTTA includes: freedom of Transit to both countries, allowing Pakistan access to Central Asian Republics, allowing Afghanist[r] ... See full document

... Earlier salient object detection methods mainly compute saliency based on hand-crafted features [7]–[14], ...of salient objects for further performance ...deep features by CNNs for ... See full document

... [19], but in recent years, they are extended to salient object detection [21, 29]. The common observation is that these methods tend to produce higher saliency values near the edges instead of uniformly ... See full document

... The shape models dataset consists of 21 objects, 128 views per object. Experiments are performed on 50 samples of complicated views from 128 samples of four types of shapes as shown in figure 5. Out of these 50 ... See full document

... Facial expression conveys the state of person’s mind. Facial emotion recognition systems (FERS) means finding the inner mind of the humans, i.e. such as anger, disgust, fear, happiness, sadness and surprises by ... See full document

... the salient features of companies’ act 2013 and to highlight the comparison between certain sections of companies’ act 1956 that are amended under companies’ act ... See full document

... The first part of section 3 represents recognition algorithms of multiple kinds of fruits on the tree; the second part of section 3 studies the algorithm’s applications on recognition an[r] ... See full document