Skeletal descriptions of shape provide unique perceptual information for object recognition

V Ayzenberg, SF Lourenco - Scientific reports, 2019 - nature.com
… of object recognition. Instead, modern computational approaches to object recognition
second skeleton following maximal alignment (see Methods). We chose to test a 3D skeletal …

Aligning visual regions and textual concepts for semantic-grounded image representations

F Liu, Y Liu, X Ren, X He, X Sun - Advances in Neural …, 2019 - proceedings.neurips.cc
… , respectively, by aligning the two modalities. We evaluate the proposed approach on two …
takes an image as input and generates a description in the form of natural language. VQA is …

Ransac-flow: generic two-stage image alignment

X Shen, F Darmon, AA Efros, M Aubry - Computer Vision–ECCV 2020 …, 2020 - Springer
approach is reasonable, these datasets only contain very similar and almost aligned pairs
while the main goal of our approach … CNN for joint description and detection of local features. …

Object detection

Y Amit, P Felzenszwalb, R Girshick - Computer Vision: A Reference Guide, 2021 - Springer
… The most common approach to object detection reduces the problem to one of classification.
… The two main approaches that take advantage of this sparsity are alignment [22] and the …

Harmonizing the object recognition strategies of deep neural networks with humans

T Fel, IF Rodriguez Rodriguez… - Advances in neural …, 2022 - proceedings.neurips.cc
… and alignment with human visual strategies for object recognition. … We decompose human
visual strategies into descriptions of … Such a general-purpose method for aligning human and …

[图书][B] Representations and techniques for 3D object recognition and scene interpretation

D Hoiem, S Savarese - 2022 - books.google.com
… a more detailed description of a few sample approaches. The … frontiers in 3D scene
interpretation and object recognition. … maps” in reference to their alignment with the retina or image …

Visual semantic reasoning for image-text matching

K Li, Y Zhang, K Li, Y Li, Y Fu - … on computer vision, 2019 - openaccess.thecvf.com
… the descriptions will not only include the objects, salient stuff, … so that it can be better aligned
with the corresponding text caption… Rich feature hierarchies for accurate object detection and …

Hemispheric organization for visual object recognition: a theoretical account and empirical evidence

M Behrmann, DC Plaut - Perception, 2020 - journals.sagepub.com
… Working out the computational details of how the protomaps become aligned during typical
and … We recognize that the description of the findings to date may appear to suffer from a …

Three dimensional objects recognition & pattern recognition technique; related challenges: A review

S Rani, K Lakhwani, S Kumar - Multimedia Tools and Applications, 2022 - Springer
… Automatic image recognition, description, classification, and grouping … using local and
global features based method, and this will also provide an in… local deep feature alignment

Memorize, associate and match: Embedding enhancement via fine-grained alignment for image-text retrieval

J Li, L Liu, L Niu, L Zhang - IEEE Transactions on Image …, 2021 - ieeexplore.ieee.org
… Unlike these models, our method provides a new perspective: fine-grained alignment and
fusion for mutual embedding enhancement, which can maintain relatively fast retrieval speed. …