Browse > Computer Vision > Object Detection

Object Detection

384 papers with code · Computer Vision

Object detection is a computer technology related to computer vision and image processing that deals with detecting instances of semantic objects of a certain class (such as humans, buildings, or cars) in digital images and videos.

State-of-the-art leaderboards

Latest papers with code

LIP: Local Importance-based Pooling

12 Aug 2019sebgao/LIP

Spatial downsampling layers are favored in convolutional neural networks (CNNs) to downscale feature maps for larger receptive fields and less memory consumption.

IMAGE CLASSIFICATION OBJECT DETECTION

41
12 Aug 2019

Explicit Shape Encoding for Real-Time Instance Segmentation

12 Aug 2019WenqiangX/ese_seg

In this paper, we propose a novel top-down instance segmentation framework based on explicit shape encoding, named \textbf{ESE-Seg}.

OBJECT DETECTION REAL-TIME INSTANCE SEGMENTATION SEMANTIC SEGMENTATION

32
12 Aug 2019

HBONet: Harmonious Bottleneck on Two Orthogonal Dimensions

11 Aug 2019d-li14/HBONet

MobileNets, a class of top-performing convolutional neural network architectures in terms of accuracy and efficiency trade-off, are increasingly used in many resourceaware vision applications.

OBJECT DETECTION PERSON RE-IDENTIFICATION

38
11 Aug 2019

Delving into Robust Object Detection from Unmanned Aerial Vehicles: A Deep Nuisance Disentanglement Approach

11 Aug 2019TAMU-VITA/UAV-NDFT

Object detection from images captured by Unmanned Aerial Vehicles (UAVs) is becoming increasingly useful.

ROBUST OBJECT DETECTION

10
11 Aug 2019

Star-convex Polyhedra for 3D Object Detection and Segmentation in Microscopy

9 Aug 2019mpicbg-csbd/stardist

Accurate detection and segmentation of cell nuclei in volumetric (3D) fluorescence microscopy datasets is an important step in many biomedical research projects.

3D OBJECT DETECTION

42
09 Aug 2019

Few-Shot Object Detection with Attention-RPN and Multi-Relation Detector

6 Aug 2019fanq15/Few-Shot-Object-Detection-Dataset

In this paper, we propose few-shot object detection which aims to detect objects of unseen class with a few training examples.

OBJECT DETECTION

19
06 Aug 2019

Modulation of early visual processing alleviates capacity limits in solving multiple tasks

29 Jul 2019novelmartis/early-vs-late-multi-task

In daily life situations, we have to perform multiple tasks given a visual stimulus, which requires task-relevant information to be transmitted through our visual system.

OBJECT DETECTION

0
29 Jul 2019

SlimYOLOv3: Narrower, Faster and Better for Real-Time UAV Applications

25 Jul 2019PengyiZhang/SlimYOLOv3

Drones or general Unmanned Aerial Vehicles (UAVs), endowed with computer vision function by on-board cameras and embedded systems, have become popular in a wide range of applications.

REAL-TIME OBJECT DETECTION SCENE PARSING

475
25 Jul 2019

Semi-parametric Object Synthesis

24 Jul 2019ndrplz/semiparametric

We present a new semi-parametric approach to synthesize novel views of an object from a single monocular image.

3D OBJECT DETECTION

24
24 Jul 2019

Compact Global Descriptor for Neural Networks

23 Jul 2019HolmesShuan/Compact-Global-Descriptor

Long-range dependencies modeling, widely used in capturing spatiotemporal correlation, has shown to be effective in CNN dominated computer vision tasks.

AUDIO CLASSIFICATION DEEP ATTENTION IMAGE CLASSIFICATION OBJECT DETECTION

10
23 Jul 2019