Efficient Event Based Object Detection

Media Summary: [CVPR2026] Spike-driven Discrete Aggregation for Event-based Object Detection Authors: Alexander Kugele, Thomas Pfeil, Michael Pfeiffer, Elisabetta Chicca Abstract: In this work, we study the effects that perception latency has on the maximum speed a robot can reach to safely navigate through ...

Efficient Event Based Object Detection - Detailed Analysis & Overview

[CVPR2026] Spike-driven Discrete Aggregation for Event-based Object Detection Authors: Alexander Kugele, Thomas Pfeil, Michael Pfeiffer, Elisabetta Chicca Abstract: In this work, we study the effects that perception latency has on the maximum speed a robot can reach to safely navigate through ... The paper and the other resources can be found on the workshop website: ... [Conference]: IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), 2021 [Paper]: ... In this video, we explore the fascinating world of

This is a video of the results of my master graduate thesis. It shows you how my The computer vision algorithms used in today's advanced driver assistance systems rely on image- Speaker: Daniel Gehrig (Robotics and Perception Group, ETH Zurich) Topic:

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Efficient Event-Based Object Detection: A Hybrid Neural Network with Spatial and Temporal Attention

Hardware-Algorithm Co-Design Enabling Efficient Event-based Object Detection

[CVPR2026] Spike-driven Discrete Aggregation for Event-based Object Detection

Hybrid SNN-ANN: Energy-Efficient Classification and Object Detection for Event-Based Vision

Event‑Based Object Tracking: Algorithms & Code

Efficient, Data-Driven Perception with Event Cameras (Ph.D. Defense of Daniel Gehrig)

Rapid, Dynamic Obstacle Avoidance with an Event-based Camera

Hardware-Algorithm Co-Design Enabling Efficient Event-based Object Detection (SHORT)

Precognition 2023: Low-latency Event-based Object detection with Asynchronous Graph Neural Networks

Event Based Object Detection

[AICAS 2021] Hardware-Algorithm Co-Design Enabling Efficient Event-based Object Detection

Event Intensity Decay with Event Cameras for Efficient Object Detection

View Detailed Profile

Efficient Event-Based Object Detection: A Hybrid Neural Network with Spatial and Temporal Attention

Efficient Event-Based Object Detection: A Hybrid Neural Network with Spatial and Temporal Attention

Event

Hardware-Algorithm Co-Design Enabling Efficient Event-based Object Detection

Hardware-Algorithm Co-Design Enabling Efficient Event-based Object Detection

AICAS 2021.

[CVPR2026] Spike-driven Discrete Aggregation for Event-based Object Detection

[CVPR2026] Spike-driven Discrete Aggregation for Event-based Object Detection

[CVPR2026] Spike-driven Discrete Aggregation for Event-based Object Detection

Hybrid SNN-ANN: Energy-Efficient Classification and Object Detection for Event-Based Vision

Hybrid SNN-ANN: Energy-Efficient Classification and Object Detection for Event-Based Vision

Authors: Alexander Kugele, Thomas Pfeil, Michael Pfeiffer, Elisabetta Chicca Abstract:

Event‑Based Object Tracking: Algorithms & Code

Event‑Based Object Tracking: Algorithms & Code

Explore the world of

Efficient, Data-Driven Perception with Event Cameras (Ph.D. Defense of Daniel Gehrig)

Efficient, Data-Driven Perception with Event Cameras (Ph.D. Defense of Daniel Gehrig)

Event

Rapid, Dynamic Obstacle Avoidance with an Event-based Camera

Rapid, Dynamic Obstacle Avoidance with an Event-based Camera

In this work, we study the effects that perception latency has on the maximum speed a robot can reach to safely navigate through ...

Hardware-Algorithm Co-Design Enabling Efficient Event-based Object Detection (SHORT)

Hardware-Algorithm Co-Design Enabling Efficient Event-based Object Detection (SHORT)

AICAS 2021.

Precognition 2023: Low-latency Event-based Object detection with Asynchronous Graph Neural Networks

Precognition 2023: Low-latency Event-based Object detection with Asynchronous Graph Neural Networks

The paper and the other resources can be found on the workshop website: ...

Event Based Object Detection

Event Based Object Detection

Event Based Object Detection

[AICAS 2021] Hardware-Algorithm Co-Design Enabling Efficient Event-based Object Detection

[AICAS 2021] Hardware-Algorithm Co-Design Enabling Efficient Event-based Object Detection

[Conference]: IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), 2021 [Paper]: ...

Event Intensity Decay with Event Cameras for Efficient Object Detection

Event Intensity Decay with Event Cameras for Efficient Object Detection

Title:

Event-based Object Recognition

Event-based Object Recognition

Real-Time

Neuromorphic Computing: Object Tracking using Event-based vision

Neuromorphic Computing: Object Tracking using Event-based vision

In this video, we explore the fascinating world of

Event camera based object detection from my master thesis

Event camera based object detection from my master thesis

This is a video of the results of my master graduate thesis. It shows you how my

Low Latency Automotive Vision with Event Cameras (Nature, 2024)

Low Latency Automotive Vision with Event Cameras (Nature, 2024)

The computer vision algorithms used in today's advanced driver assistance systems rely on image-

Object Detection Part 1: R-CNN, Sliding Window and Selective Search

Object Detection Part 1: R-CNN, Sliding Window and Selective Search

This is the first video in the

Efficient, Data-Driven Perception with Event Cameras

Efficient, Data-Driven Perception with Event Cameras

Speaker: Daniel Gehrig (Robotics and Perception Group, ETH Zurich) Topic:

Efficient ConvNet-based Object Detection for Unmanned Aerial Vehicles by Selective Tile Processing

Efficient ConvNet-based Object Detection for Unmanned Aerial Vehicles by Selective Tile Processing

Efficient

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